From a4de37f2cdaec3fe0039d47aeb7a971cbaf333d8 Mon Sep 17 00:00:00 2001
From: Aadit Gupta <spacegiant21@gmail.com>
Date: Thu, 30 Dec 2021 16:34:30 -0800
Subject: [PATCH 01/20] add tutorials section

---
 website/docusaurus.config.js | 25 +++++++++++++++++++++++++
 website/sidebarsTutorials.js | 26 ++++++++++++++++++++++++++
 website/tutorials/intro.md   |  9 +++++++++
 3 files changed, 60 insertions(+)
 create mode 100644 website/sidebarsTutorials.js
 create mode 100644 website/tutorials/intro.md

diff --git a/website/docusaurus.config.js b/website/docusaurus.config.js
index 1bb12336..b4e53656 100644
--- a/website/docusaurus.config.js
+++ b/website/docusaurus.config.js
@@ -46,6 +46,11 @@ module.exports = {
           position: "left",
           label: "Docs",
         },
+        {
+          href: "/tutorials",
+          label: "Tutorials",
+          position: "left",
+        },
         {
           href: "https://github.com/Rose-STL-Lab/torchTS",
           label: "GitHub",
@@ -143,4 +148,24 @@ module.exports = {
       },
     ],
   ],
+  plugins: [
+    [
+      "@docusaurus/plugin-content-docs",
+      {
+        id: "tutorials",
+        path: "tutorials",
+        routeBasePath: "tutorials",
+        remarkPlugins: [math],
+        showLastUpdateAuthor: true,
+        showLastUpdateTime: true,
+        rehypePlugins: [katex],
+        // Please change this to your repo.
+        editUrl: "https://github.com/Rose-STL-Lab/torchTS/edit/main/website/",
+        sidebarPath: require.resolve("./sidebarsTutorials.js"),
+      },
+      // theme: {
+      //   customCss: require.resolve("./src/css/custom.css"),
+      // },
+    ],
+  ],
 };
diff --git a/website/sidebarsTutorials.js b/website/sidebarsTutorials.js
new file mode 100644
index 00000000..01ac8a1e
--- /dev/null
+++ b/website/sidebarsTutorials.js
@@ -0,0 +1,26 @@
+/**
+ * Creating a sidebar enables you to:
+ - create an ordered group of docs
+ - render a sidebar for each doc of that group
+ - provide next/previous navigation
+
+ The sidebars can be generated from the filesystem, or explicitly defined here.
+
+ Create as many sidebars as you want.
+ */
+
+ module.exports = {
+    // By default, Docusaurus generates a sidebar from the docs folder structure
+    tutorialSidebar: [{ type: 'autogenerated', dirName: '.' }],
+
+    // But you can create a sidebar manually
+    /*
+    tutorialSidebar: [
+      {
+        type: 'category',
+        label: 'Tutorial',
+        items: ['hello'],
+      },
+    ],
+     */
+  }
diff --git a/website/tutorials/intro.md b/website/tutorials/intro.md
new file mode 100644
index 00000000..d0ba51cb
--- /dev/null
+++ b/website/tutorials/intro.md
@@ -0,0 +1,9 @@
+---
+sidebar_position: 1
+title: Introduction
+slug: /
+---
+
+Time series is one of the fastest growing and richest types of data. In a variety of domains including dynamical systems, healthcare, climate science and economics, there have been increasing amounts of complex dynamic data due to a shift away from parsimonious, infrequent measurements to nearly continuous real-time monitoring and recording. This burgeoning amount of new data calls for novel theoretical and algorithmic tools and insights.
+
+[TorchTS](https://rose-stl-lab.github.io/torchTS/) is a deep learning library for time series forecasting built on [Pytorch](https://pytorch.org/). The tools in this library mostly come out the research from [Spatiotemporal Machine Learning Lab](https://github.com/Rose-STL-Lab). The library is designed with minimal dependencies and user-friendly interfaces. A particular emphasis of the library is scalability, which exploits auto-differentiation and various inductive biases in the data.

From 863af30470f19ef94b45b5b5d4f2d9d8f2511115 Mon Sep 17 00:00:00 2001
From: Aadit Gupta <spacegiant21@gmail.com>
Date: Thu, 30 Dec 2021 20:47:06 -0800
Subject: [PATCH 02/20] bash script for converting notebooks

---
 scripts/tutorials.sh       | 14 ++++++++++++++
 website/tutorials/intro.md |  6 ++----
 2 files changed, 16 insertions(+), 4 deletions(-)
 create mode 100644 scripts/tutorials.sh

diff --git a/scripts/tutorials.sh b/scripts/tutorials.sh
new file mode 100644
index 00000000..1212c102
--- /dev/null
+++ b/scripts/tutorials.sh
@@ -0,0 +1,14 @@
+#!/bin/bash
+
+for i in $(find ../examples -name '*.ipynb'); do
+    jupyter nbconvert --to markdown $i
+    modified=${i::-6}
+    echo $modified
+    files="${modified}_files"
+    echo $files
+    out="$(basename $files)"
+    echo $out
+    sed -i "s/$out/\/img/g" "$modified.md"
+    mv $files/* ../website/static/img
+    mv "$modified.md" ../website/tutorials
+done
diff --git a/website/tutorials/intro.md b/website/tutorials/intro.md
index d0ba51cb..8e484a00 100644
--- a/website/tutorials/intro.md
+++ b/website/tutorials/intro.md
@@ -1,9 +1,7 @@
 ---
 sidebar_position: 1
-title: Introduction
+title: TorchTS Tutorials
 slug: /
 ---
 
-Time series is one of the fastest growing and richest types of data. In a variety of domains including dynamical systems, healthcare, climate science and economics, there have been increasing amounts of complex dynamic data due to a shift away from parsimonious, infrequent measurements to nearly continuous real-time monitoring and recording. This burgeoning amount of new data calls for novel theoretical and algorithmic tools and insights.
-
-[TorchTS](https://rose-stl-lab.github.io/torchTS/) is a deep learning library for time series forecasting built on [Pytorch](https://pytorch.org/). The tools in this library mostly come out the research from [Spatiotemporal Machine Learning Lab](https://github.com/Rose-STL-Lab). The library is designed with minimal dependencies and user-friendly interfaces. A particular emphasis of the library is scalability, which exploits auto-differentiation and various inductive biases in the data.
+TorchTs Tutorials
\ No newline at end of file

From 83acf09a46539a089edd2596ed8aa620a2a6f381 Mon Sep 17 00:00:00 2001
From: Aadit Gupta <spacegiant21@gmail.com>
Date: Thu, 30 Dec 2021 20:51:02 -0800
Subject: [PATCH 03/20] add comments in scripts

---
 scripts/tutorials.sh | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/scripts/tutorials.sh b/scripts/tutorials.sh
index 1212c102..4786c65d 100644
--- a/scripts/tutorials.sh
+++ b/scripts/tutorials.sh
@@ -1,14 +1,28 @@
 #!/bin/bash
 
 for i in $(find ../examples -name '*.ipynb'); do
+
+    # Converting notebook to markdown
     jupyter nbconvert --to markdown $i
+
+    # Removing ipynb extension from file path
     modified=${i::-6}
     echo $modified
+
+    # Setting variable for folder which contains images
     files="${modified}_files"
     echo $files
+
+    # Extracts just the filename from large path variable
     out="$(basename $files)"
     echo $out
+
+    # Fixes images path
     sed -i "s/$out/\/img/g" "$modified.md"
+
+    #Moves images into static folder of website
     mv $files/* ../website/static/img
+
+    # Moves Markdown file into tutorial folder
     mv "$modified.md" ../website/tutorials
 done

From f477e1a2f349724604fa7dc960a92b757be80557 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Fri, 31 Dec 2021 04:52:05 +0000
Subject: [PATCH 04/20] Add pre-commit fixes

---
 website/tutorials/intro.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/website/tutorials/intro.md b/website/tutorials/intro.md
index 8e484a00..7b501244 100644
--- a/website/tutorials/intro.md
+++ b/website/tutorials/intro.md
@@ -4,4 +4,4 @@ title: TorchTS Tutorials
 slug: /
 ---
 
-TorchTs Tutorials
\ No newline at end of file
+TorchTs Tutorials

From 11bab20a333aa79bb58b41f6e8382e5f37a049c0 Mon Sep 17 00:00:00 2001
From: Aadit Gupta <spacegiant21@gmail.com>
Date: Thu, 30 Dec 2021 21:05:33 -0800
Subject: [PATCH 05/20] add jupyter package and add script to gh action

---
 .github/workflows/docs.yml |    4 +
 poetry.lock                | 1135 +++++++++++++++++++++++++++++++++++-
 pyproject.toml             |    1 +
 3 files changed, 1135 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 930cad88..9f502266 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -38,6 +38,10 @@ jobs:
       - name: Build documentation
         run: poetry run make -C docs html
 
+      - name: Build Tutorials
+        run: |
+          chmod +x ../../scripts/tutorials.sh
+          bash ../../scripts/tutorials.sh
       - name: Build Docusaurus website
         run: |
           cd website
diff --git a/poetry.lock b/poetry.lock
index 0b8d819b..c9ea5c0c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -50,6 +50,60 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "appnope"
+version = "0.1.2"
+description = "Disable App Nap on macOS >= 10.9"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "argcomplete"
+version = "1.12.3"
+description = "Bash tab completion for argparse"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+importlib-metadata = {version = ">=0.23,<5", markers = "python_version == \"3.7\""}
+
+[package.extras]
+test = ["coverage", "flake8", "pexpect", "wheel"]
+
+[[package]]
+name = "argon2-cffi"
+version = "21.3.0"
+description = "The secure Argon2 password hashing algorithm."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+argon2-cffi-bindings = "*"
+typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
+
+[package.extras]
+dev = ["pre-commit", "cogapp", "tomli", "coverage[toml] (>=5.0.2)", "hypothesis", "pytest", "sphinx", "sphinx-notfound-page", "furo"]
+docs = ["sphinx", "sphinx-notfound-page", "furo"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
+
+[[package]]
+name = "argon2-cffi-bindings"
+version = "21.2.0"
+description = "Low-level CFFI bindings for Argon2"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+cffi = ">=1.0.1"
+
+[package.extras]
+dev = ["pytest", "cogapp", "pre-commit", "wheel"]
+tests = ["pytest"]
+
 [[package]]
 name = "asteroid-sphinx-theme"
 version = "0.0.3"
@@ -113,6 +167,14 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 [package.dependencies]
 pytz = ">=2015.7"
 
+[[package]]
+name = "backcall"
+version = "0.2.0"
+description = "Specifications for callback functions passed in to an API"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "backports.entry-points-selectable"
 version = "1.1.1"
@@ -128,6 +190,19 @@ importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
 testing = ["pytest", "pytest-flake8", "pytest-cov", "pytest-black (>=0.3.7)", "pytest-mypy", "pytest-checkdocs (>=2.4)", "pytest-enabler (>=1.0.1)"]
 
+[[package]]
+name = "bleach"
+version = "4.1.0"
+description = "An easy safelist-based HTML-sanitizing tool."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+packaging = "*"
+six = ">=1.9.0"
+webencodings = "*"
+
 [[package]]
 name = "cachetools"
 version = "4.2.4"
@@ -144,6 +219,17 @@ category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "cffi"
+version = "1.15.0"
+description = "Foreign Function Interface for Python calling C code."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+pycparser = "*"
+
 [[package]]
 name = "cfgv"
 version = "3.3.1"
@@ -185,6 +271,30 @@ tomli = {version = "*", optional = true, markers = "extra == \"toml\""}
 [package.extras]
 toml = ["tomli"]
 
+[[package]]
+name = "debugpy"
+version = "1.5.1"
+description = "An implementation of the Debug Adapter Protocol for Python"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
+
+[[package]]
+name = "decorator"
+version = "5.1.0"
+description = "Decorators for Humans"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "defusedxml"
+version = "0.7.1"
+description = "XML bomb protection for Python stdlib modules"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
 [[package]]
 name = "distlib"
 version = "0.3.3"
@@ -201,6 +311,14 @@ category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
+[[package]]
+name = "entrypoints"
+version = "0.3"
+description = "Discover and load entry points from installed packages."
+category = "main"
+optional = false
+python-versions = ">=2.7"
+
 [[package]]
 name = "filelock"
 version = "3.4.0"
@@ -355,6 +473,21 @@ docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
 perf = ["ipython"]
 testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
 
+[[package]]
+name = "importlib-resources"
+version = "5.4.0"
+description = "Read resources from Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-black (>=0.3.7)", "pytest-mypy"]
+
 [[package]]
 name = "iniconfig"
 version = "1.1.1"
@@ -363,11 +496,108 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "ipykernel"
+version = "6.6.0"
+description = "IPython Kernel for Jupyter"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+appnope = {version = "*", markers = "platform_system == \"Darwin\""}
+argcomplete = {version = ">=1.12.3", markers = "python_version < \"3.8.0\""}
+debugpy = ">=1.0.0,<2.0"
+importlib-metadata = {version = "<5", markers = "python_version < \"3.8.0\""}
+ipython = ">=7.23.1"
+jupyter-client = "<8.0"
+matplotlib-inline = ">=0.1.0,<0.2.0"
+tornado = ">=4.2,<7.0"
+traitlets = ">=5.1.0,<6.0"
+
+[package.extras]
+test = ["pytest (!=5.3.4)", "pytest-cov", "flaky", "ipyparallel"]
+
+[[package]]
+name = "ipython"
+version = "7.30.1"
+description = "IPython: Productive Interactive Computing"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+appnope = {version = "*", markers = "sys_platform == \"darwin\""}
+backcall = "*"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+decorator = "*"
+jedi = ">=0.16"
+matplotlib-inline = "*"
+pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
+pickleshare = "*"
+prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
+pygments = "*"
+traitlets = ">=4.2"
+
+[package.extras]
+all = ["Sphinx (>=1.3)", "ipykernel", "ipyparallel", "ipywidgets", "nbconvert", "nbformat", "nose (>=0.10.1)", "notebook", "numpy (>=1.17)", "pygments", "qtconsole", "requests", "testpath"]
+doc = ["Sphinx (>=1.3)"]
+kernel = ["ipykernel"]
+nbconvert = ["nbconvert"]
+nbformat = ["nbformat"]
+notebook = ["notebook", "ipywidgets"]
+parallel = ["ipyparallel"]
+qtconsole = ["qtconsole"]
+test = ["nose (>=0.10.1)", "requests", "testpath", "pygments", "nbformat", "ipykernel", "numpy (>=1.17)"]
+
+[[package]]
+name = "ipython-genutils"
+version = "0.2.0"
+description = "Vestigial utilities from IPython"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "ipywidgets"
+version = "7.6.5"
+description = "IPython HTML widgets for Jupyter"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+ipykernel = ">=4.5.1"
+ipython = {version = ">=4.0.0", markers = "python_version >= \"3.3\""}
+ipython-genutils = ">=0.2.0,<0.3.0"
+jupyterlab-widgets = {version = ">=1.0.0", markers = "python_version >= \"3.6\""}
+nbformat = ">=4.2.0"
+traitlets = ">=4.3.1"
+widgetsnbextension = ">=3.5.0,<3.6.0"
+
+[package.extras]
+test = ["pytest (>=3.6.0)", "pytest-cov", "mock"]
+
+[[package]]
+name = "jedi"
+version = "0.18.1"
+description = "An autocompletion tool for Python that can be used for text editors."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+parso = ">=0.8.0,<0.9.0"
+
+[package.extras]
+qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
+testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<7.0.0)"]
+
 [[package]]
 name = "jinja2"
 version = "3.0.3"
 description = "A very fast and expressive template engine."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 
@@ -377,6 +607,111 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "jsonschema"
+version = "4.3.2"
+description = "An implementation of JSON Schema validation for Python"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+attrs = ">=17.4.0"
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
+pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
+
+[package.extras]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format_nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+
+[[package]]
+name = "jupyter"
+version = "1.0.0"
+description = "Jupyter metapackage. Install all the Jupyter components in one go."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+ipykernel = "*"
+ipywidgets = "*"
+jupyter-console = "*"
+nbconvert = "*"
+notebook = "*"
+qtconsole = "*"
+
+[[package]]
+name = "jupyter-client"
+version = "7.1.0"
+description = "Jupyter protocol implementation and client libraries"
+category = "main"
+optional = false
+python-versions = ">=3.6.1"
+
+[package.dependencies]
+entrypoints = "*"
+jupyter-core = ">=4.6.0"
+nest-asyncio = ">=1.5"
+python-dateutil = ">=2.1"
+pyzmq = ">=13"
+tornado = ">=4.1"
+traitlets = "*"
+
+[package.extras]
+doc = ["myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
+test = ["codecov", "coverage", "ipykernel", "ipython", "mock", "mypy", "pre-commit", "pytest", "pytest-asyncio", "pytest-cov", "pytest-timeout", "jedi (<0.18)"]
+
+[[package]]
+name = "jupyter-console"
+version = "6.4.0"
+description = "Jupyter terminal console"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+ipykernel = "*"
+ipython = "*"
+jupyter-client = "*"
+prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
+pygments = "*"
+
+[package.extras]
+test = ["pexpect"]
+
+[[package]]
+name = "jupyter-core"
+version = "4.9.1"
+description = "Jupyter core package. A base package on which Jupyter projects rely."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
+traitlets = "*"
+
+[[package]]
+name = "jupyterlab-pygments"
+version = "0.1.2"
+description = "Pygments theme using JupyterLab CSS variables"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+pygments = ">=2.4.1,<3"
+
+[[package]]
+name = "jupyterlab-widgets"
+version = "1.0.2"
+description = "A JupyterLab extension."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "markdown"
 version = "3.3.6"
@@ -395,10 +730,29 @@ testing = ["coverage", "pyyaml"]
 name = "markupsafe"
 version = "2.0.1"
 description = "Safely add untrusted strings to HTML/XML markup."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 
+[[package]]
+name = "matplotlib-inline"
+version = "0.1.3"
+description = "Inline Matplotlib backend for Jupyter"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+traitlets = "*"
+
+[[package]]
+name = "mistune"
+version = "0.8.4"
+description = "The fastest markdown parser in pure Python"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "multidict"
 version = "5.2.0"
@@ -407,6 +761,81 @@ category = "main"
 optional = false
 python-versions = ">=3.6"
 
+[[package]]
+name = "nbclient"
+version = "0.5.9"
+description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
+category = "main"
+optional = false
+python-versions = ">=3.6.1"
+
+[package.dependencies]
+jupyter-client = ">=6.1.5"
+nbformat = ">=5.0"
+nest-asyncio = "*"
+traitlets = ">=4.2"
+
+[package.extras]
+dev = ["codecov", "coverage", "ipython", "ipykernel", "ipywidgets", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "check-manifest", "flake8", "mypy", "tox", "xmltodict", "pip (>=18.1)", "wheel (>=0.31.0)", "setuptools (>=38.6.0)", "twine (>=1.11.0)", "black"]
+sphinx = ["Sphinx (>=1.7)", "sphinx-book-theme", "mock", "moto", "myst-parser"]
+test = ["codecov", "coverage", "ipython", "ipykernel", "ipywidgets", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "check-manifest", "flake8", "mypy", "tox", "xmltodict", "pip (>=18.1)", "wheel (>=0.31.0)", "setuptools (>=38.6.0)", "twine (>=1.11.0)", "black"]
+
+[[package]]
+name = "nbconvert"
+version = "6.3.0"
+description = "Converting Jupyter Notebooks"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+bleach = "*"
+defusedxml = "*"
+entrypoints = ">=0.2.2"
+jinja2 = ">=2.4"
+jupyter-core = "*"
+jupyterlab-pygments = "*"
+mistune = ">=0.8.1,<2"
+nbclient = ">=0.5.0,<0.6.0"
+nbformat = ">=4.4"
+pandocfilters = ">=1.4.1"
+pygments = ">=2.4.1"
+testpath = "*"
+traitlets = ">=5.0"
+
+[package.extras]
+all = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pyppeteer (==0.2.6)", "tornado (>=4.0)", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"]
+docs = ["sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"]
+serve = ["tornado (>=4.0)"]
+test = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pyppeteer (==0.2.6)"]
+webpdf = ["pyppeteer (==0.2.6)"]
+
+[[package]]
+name = "nbformat"
+version = "5.1.3"
+description = "The Jupyter Notebook format"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+ipython-genutils = "*"
+jsonschema = ">=2.4,<2.5.0 || >2.5.0"
+jupyter-core = "*"
+traitlets = ">=4.1"
+
+[package.extras]
+fast = ["fastjsonschema"]
+test = ["check-manifest", "fastjsonschema", "testpath", "pytest", "pytest-cov"]
+
+[[package]]
+name = "nest-asyncio"
+version = "1.5.4"
+description = "Patch asyncio to allow nested event loops"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
 [[package]]
 name = "nodeenv"
 version = "1.6.0"
@@ -415,6 +844,36 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "notebook"
+version = "6.4.6"
+description = "A web-based notebook environment for interactive computing"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+argon2-cffi = "*"
+ipykernel = "*"
+ipython-genutils = "*"
+jinja2 = "*"
+jupyter-client = ">=5.3.4"
+jupyter-core = ">=4.6.1"
+nbconvert = "*"
+nbformat = "*"
+nest-asyncio = ">=1.5"
+prometheus-client = "*"
+pyzmq = ">=17"
+Send2Trash = ">=1.8.0"
+terminado = ">=0.8.3"
+tornado = ">=6.1"
+traitlets = ">=4.2.1"
+
+[package.extras]
+docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme", "myst-parser"]
+json-logging = ["json-logging"]
+test = ["pytest", "coverage", "requests", "nbval", "selenium", "pytest-cov", "requests-unixsocket"]
+
 [[package]]
 name = "numpy"
 version = "1.21.4"
@@ -447,6 +906,45 @@ python-versions = ">=3.6"
 [package.dependencies]
 pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
 
+[[package]]
+name = "pandocfilters"
+version = "1.5.0"
+description = "Utilities for writing pandoc filters in python"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "parso"
+version = "0.8.3"
+description = "A Python Parser"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
+testing = ["docopt", "pytest (<6.0.0)"]
+
+[[package]]
+name = "pexpect"
+version = "4.8.0"
+description = "Pexpect allows easy control of interactive console applications."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+ptyprocess = ">=0.5"
+
+[[package]]
+name = "pickleshare"
+version = "0.7.5"
+description = "Tiny 'shelve'-like database with concurrency support"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "platformdirs"
 version = "2.4.0"
@@ -491,6 +989,28 @@ pyyaml = ">=5.1"
 toml = "*"
 virtualenv = ">=20.0.8"
 
+[[package]]
+name = "prometheus-client"
+version = "0.12.0"
+description = "Python client for the Prometheus monitoring system."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.extras]
+twisted = ["twisted"]
+
+[[package]]
+name = "prompt-toolkit"
+version = "3.0.24"
+description = "Library for building powerful interactive command lines in Python"
+category = "main"
+optional = false
+python-versions = ">=3.6.2"
+
+[package.dependencies]
+wcwidth = "*"
+
 [[package]]
 name = "protobuf"
 version = "3.19.1"
@@ -499,11 +1019,19 @@ category = "main"
 optional = false
 python-versions = ">=3.5"
 
+[[package]]
+name = "ptyprocess"
+version = "0.7.0"
+description = "Run a subprocess in a pseudo terminal"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "py"
 version = "1.11.0"
 description = "library with cross-python path, ini-parsing, io, code, log facilities"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
@@ -526,6 +1054,14 @@ python-versions = "*"
 [package.dependencies]
 pyasn1 = ">=0.4.6,<0.5.0"
 
+[[package]]
+name = "pycparser"
+version = "2.21"
+description = "C parser in Python"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
 [[package]]
 name = "pydeprecate"
 version = "0.3.1"
@@ -538,7 +1074,7 @@ python-versions = ">=3.6"
 name = "pygments"
 version = "2.10.0"
 description = "Pygments is a syntax highlighting package written in Python."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 
@@ -553,6 +1089,14 @@ python-versions = ">=3.6"
 [package.extras]
 diagrams = ["jinja2", "railroad-diagrams"]
 
+[[package]]
+name = "pyrsistent"
+version = "0.18.0"
+description = "Persistent/Functional/Immutable data structures"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "pytest"
 version = "6.2.5"
@@ -604,6 +1148,17 @@ pytest = ">=5.0"
 [package.extras]
 dev = ["pre-commit", "tox", "pytest-asyncio"]
 
+[[package]]
+name = "python-dateutil"
+version = "2.8.2"
+description = "Extensions to the standard Python datetime module"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+
+[package.dependencies]
+six = ">=1.5"
+
 [[package]]
 name = "pytorch-lightning"
 version = "1.5.6"
@@ -643,6 +1198,22 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "pywin32"
+version = "303"
+description = "Python for Window Extensions"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pywinpty"
+version = "1.1.6"
+description = "Pseudo terminal support for Windows from Python."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "pyyaml"
 version = "6.0"
@@ -651,6 +1222,54 @@ category = "main"
 optional = false
 python-versions = ">=3.6"
 
+[[package]]
+name = "pyzmq"
+version = "22.3.0"
+description = "Python bindings for 0MQ"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+cffi = {version = "*", markers = "implementation_name == \"pypy\""}
+py = {version = "*", markers = "implementation_name == \"pypy\""}
+
+[[package]]
+name = "qtconsole"
+version = "5.2.2"
+description = "Jupyter Qt console"
+category = "main"
+optional = false
+python-versions = ">= 3.6"
+
+[package.dependencies]
+ipykernel = ">=4.1"
+ipython-genutils = "*"
+jupyter-client = ">=4.1"
+jupyter-core = "*"
+pygments = "*"
+pyzmq = ">=17.1"
+qtpy = "*"
+traitlets = "*"
+
+[package.extras]
+doc = ["Sphinx (>=1.3)"]
+test = ["flaky", "pytest", "pytest-qt"]
+
+[[package]]
+name = "qtpy"
+version = "2.0.0"
+description = "Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6)."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+packaging = "*"
+
+[package.extras]
+test = ["pytest (>=6.0.0,<7.0)", "pytest-cov (>=2.11.0)"]
+
 [[package]]
 name = "requests"
 version = "2.26.0"
@@ -706,6 +1325,19 @@ python-versions = ">=3.7,<3.11"
 [package.dependencies]
 numpy = ">=1.16.5,<1.23.0"
 
+[[package]]
+name = "send2trash"
+version = "1.8.0"
+description = "Send file to trash natively under Mac OS X, Windows and Linux."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+nativelib = ["pyobjc-framework-cocoa", "pywin32"]
+objc = ["pyobjc-framework-cocoa"]
+win32 = ["pywin32"]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -861,6 +1493,33 @@ category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "terminado"
+version = "0.12.1"
+description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+ptyprocess = {version = "*", markers = "os_name != \"nt\""}
+pywinpty = {version = ">=1.1.0", markers = "os_name == \"nt\""}
+tornado = ">=4"
+
+[package.extras]
+test = ["pytest"]
+
+[[package]]
+name = "testpath"
+version = "0.5.0"
+description = "Test utilities for code working with files and commands"
+category = "main"
+optional = false
+python-versions = ">= 3.5"
+
+[package.extras]
+test = ["pytest", "pathlib2"]
+
 [[package]]
 name = "toml"
 version = "0.10.2"
@@ -911,6 +1570,14 @@ integrate = ["numpy (>=1.17.2)", "packaging", "torch (>=1.3.1)", "pytorch-lightn
 test = ["phmdoctest (>=1.1.1)", "pytest (>=6.0)", "cloudpickle (>=1.3)", "twine (>=3.2)", "codecov (>=2.1)", "sacrebleu (>=2.0.0)", "scikit-image (>0.17.1)", "mir-eval (>=0.6)", "numpy (>=1.17.2)", "isort (>=5.0)", "scikit-learn (>=0.24)", "mypy (>=0.790)", "jiwer (>=2.2.0)", "torch (>=1.3.1)", "check-manifest", "flake8", "transformers (>=4.0)", "bert-score (==0.3.10)", "packaging", "rouge-score (>=0.0.4)", "coverage (>5.2)", "pre-commit (>=1.0)", "pytest-cov (>2.10)", "pypesq"]
 text = ["numpy (>=1.17.2)", "packaging", "tqdm (>=4.41.0)", "regex (>=2021.9.24)", "nltk (>=3.6)", "torch (>=1.3.1)"]
 
+[[package]]
+name = "tornado"
+version = "6.1"
+description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+category = "main"
+optional = false
+python-versions = ">= 3.5"
+
 [[package]]
 name = "tqdm"
 version = "4.62.3"
@@ -927,6 +1594,17 @@ dev = ["py-make (>=0.1.0)", "twine", "wheel"]
 notebook = ["ipywidgets (>=6)"]
 telegram = ["requests"]
 
+[[package]]
+name = "traitlets"
+version = "5.1.1"
+description = "Traitlets Python configuration system"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+test = ["pytest"]
+
 [[package]]
 name = "typing-extensions"
 version = "4.0.1"
@@ -968,6 +1646,22 @@ six = ">=1.9.0,<2"
 docs = ["proselint (>=0.10.2)", "sphinx (>=3)", "sphinx-argparse (>=0.2.5)", "sphinx-rtd-theme (>=0.4.3)", "towncrier (>=21.3)"]
 testing = ["coverage (>=4)", "coverage-enable-subprocess (>=1)", "flaky (>=3)", "pytest (>=4)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.1)", "pytest-mock (>=2)", "pytest-randomly (>=1)", "pytest-timeout (>=1)", "packaging (>=20.0)"]
 
+[[package]]
+name = "wcwidth"
+version = "0.2.5"
+description = "Measures the displayed width of unicode strings in a terminal"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "webencodings"
+version = "0.5.1"
+description = "Character encoding aliases for legacy web content"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "werkzeug"
 version = "2.0.2"
@@ -979,6 +1673,17 @@ python-versions = ">=3.6"
 [package.extras]
 watchdog = ["watchdog"]
 
+[[package]]
+name = "widgetsnbextension"
+version = "3.5.2"
+description = "IPython HTML widgets for Jupyter"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+notebook = ">=4.4.1"
+
 [[package]]
 name = "yarl"
 version = "1.7.2"
@@ -1007,7 +1712,7 @@ testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytes
 [metadata]
 lock-version = "1.1"
 python-versions = ">=3.7,<3.10"
-content-hash = "ffe4084bb6f5617e9d509071cd907aca914168166a89f95624ba429ffbc9233d"
+content-hash = "f8e5213a51c978fe60f59585af06b9261c303db3beeeb110e6bb86fa2ce42999"
 
 [metadata.files]
 absl-py = [
@@ -1096,6 +1801,41 @@ alabaster = [
     {file = "alabaster-0.7.12-py2.py3-none-any.whl", hash = "sha256:446438bdcca0e05bd45ea2de1668c1d9b032e1a9154c2c259092d77031ddd359"},
     {file = "alabaster-0.7.12.tar.gz", hash = "sha256:a661d72d58e6ea8a57f7a86e37d86716863ee5e92788398526d58b26a4e4dc02"},
 ]
+appnope = [
+    {file = "appnope-0.1.2-py2.py3-none-any.whl", hash = "sha256:93aa393e9d6c54c5cd570ccadd8edad61ea0c4b9ea7a01409020c9aa019eb442"},
+    {file = "appnope-0.1.2.tar.gz", hash = "sha256:dd83cd4b5b460958838f6eb3000c660b1f9caf2a5b1de4264e941512f603258a"},
+]
+argcomplete = [
+    {file = "argcomplete-1.12.3-py2.py3-none-any.whl", hash = "sha256:291f0beca7fd49ce285d2f10e4c1c77e9460cf823eef2de54df0c0fec88b0d81"},
+    {file = "argcomplete-1.12.3.tar.gz", hash = "sha256:2c7dbffd8c045ea534921e63b0be6fe65e88599990d8dc408ac8c542b72a5445"},
+]
+argon2-cffi = [
+    {file = "argon2-cffi-21.3.0.tar.gz", hash = "sha256:d384164d944190a7dd7ef22c6aa3ff197da12962bd04b17f64d4e93d934dba5b"},
+    {file = "argon2_cffi-21.3.0-py3-none-any.whl", hash = "sha256:8c976986f2c5c0e5000919e6de187906cfd81fb1c72bf9d88c01177e77da7f80"},
+]
+argon2-cffi-bindings = [
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+    {file = "pyzmq-22.3.0-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:d6157793719de168b199194f6b6173f0ccd3bf3499e6870fac17086072e39115"},
+    {file = "pyzmq-22.3.0.tar.gz", hash = "sha256:8eddc033e716f8c91c6a2112f0a8ebc5e00532b4a6ae1eb0ccc48e027f9c671c"},
+]
+qtconsole = [
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+    {file = "qtconsole-5.2.2.tar.gz", hash = "sha256:8f9db97b27782184efd0a0f2d57ea3bd852d053747a2e442a9011329c082976d"},
+]
+qtpy = [
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+    {file = "QtPy-2.0.0.tar.gz", hash = "sha256:777e333df4d711b2ec9743117ab319dadfbd743a5a0eee35923855ca3d35cd9d"},
+]
 requests = [
     {file = "requests-2.26.0-py2.py3-none-any.whl", hash = "sha256:6c1246513ecd5ecd4528a0906f910e8f0f9c6b8ec72030dc9fd154dc1a6efd24"},
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@@ -1740,6 +2794,10 @@ scipy = [
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 ]
+send2trash = [
+    {file = "Send2Trash-1.8.0-py3-none-any.whl", hash = "sha256:f20eaadfdb517eaca5ce077640cb261c7d2698385a6a0f072a4a5447fd49fa08"},
+    {file = "Send2Trash-1.8.0.tar.gz", hash = "sha256:d2c24762fd3759860a0aff155e45871447ea58d2be6bdd39b5c8f966a0c99c2d"},
+]
 six = [
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@@ -1787,6 +2845,14 @@ tensorboard-data-server = [
 tensorboard-plugin-wit = [
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 ]
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+]
+testpath = [
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+    {file = "testpath-0.5.0.tar.gz", hash = "sha256:1acf7a0bcd3004ae8357409fc33751e16d37ccc650921da1094a86581ad1e417"},
+]
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@@ -1819,10 +2885,57 @@ torchmetrics = [
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 ]
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+    {file = "tornado-6.1-cp39-cp39-manylinux2010_x86_64.whl", hash = "sha256:66324e4e1beede9ac79e60f88de548da58b1f8ab4b2f1354d8375774f997e6c0"},
+    {file = "tornado-6.1-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:a48900ecea1cbb71b8c71c620dee15b62f85f7c14189bdeee54966fbd9a0c5bd"},
+    {file = "tornado-6.1-cp39-cp39-win32.whl", hash = "sha256:d3d20ea5782ba63ed13bc2b8c291a053c8d807a8fa927d941bd718468f7b950c"},
+    {file = "tornado-6.1-cp39-cp39-win_amd64.whl", hash = "sha256:548430be2740e327b3fe0201abe471f314741efcb0067ec4f2d7dcfb4825f3e4"},
+    {file = "tornado-6.1.tar.gz", hash = "sha256:33c6e81d7bd55b468d2e793517c909b139960b6c790a60b7991b9b6b76fb9791"},
+]
 tqdm = [
     {file = "tqdm-4.62.3-py2.py3-none-any.whl", hash = "sha256:8dd278a422499cd6b727e6ae4061c40b48fce8b76d1ccbf5d34fca9b7f925b0c"},
     {file = "tqdm-4.62.3.tar.gz", hash = "sha256:d359de7217506c9851b7869f3708d8ee53ed70a1b8edbba4dbcb47442592920d"},
 ]
+traitlets = [
+    {file = "traitlets-5.1.1-py3-none-any.whl", hash = "sha256:2d313cc50a42cd6c277e7d7dc8d4d7fedd06a2c215f78766ae7b1a66277e0033"},
+    {file = "traitlets-5.1.1.tar.gz", hash = "sha256:059f456c5a7c1c82b98c2e8c799f39c9b8128f6d0d46941ee118daace9eb70c7"},
+]
 typing-extensions = [
     {file = "typing_extensions-4.0.1-py3-none-any.whl", hash = "sha256:7f001e5ac290a0c0401508864c7ec868be4e701886d5b573a9528ed3973d9d3b"},
     {file = "typing_extensions-4.0.1.tar.gz", hash = "sha256:4ca091dea149f945ec56afb48dae714f21e8692ef22a395223bcd328961b6a0e"},
@@ -1835,10 +2948,22 @@ virtualenv = [
     {file = "virtualenv-20.10.0-py2.py3-none-any.whl", hash = "sha256:4b02e52a624336eece99c96e3ab7111f469c24ba226a53ec474e8e787b365814"},
     {file = "virtualenv-20.10.0.tar.gz", hash = "sha256:576d05b46eace16a9c348085f7d0dc8ef28713a2cabaa1cf0aea41e8f12c9218"},
 ]
+wcwidth = [
+    {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
+    {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
+]
+webencodings = [
+    {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
+    {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
+]
 werkzeug = [
     {file = "Werkzeug-2.0.2-py3-none-any.whl", hash = "sha256:63d3dc1cf60e7b7e35e97fa9861f7397283b75d765afcaefd993d6046899de8f"},
     {file = "Werkzeug-2.0.2.tar.gz", hash = "sha256:aa2bb6fc8dee8d6c504c0ac1e7f5f7dc5810a9903e793b6f715a9f015bdadb9a"},
 ]
+widgetsnbextension = [
+    {file = "widgetsnbextension-3.5.2-py2.py3-none-any.whl", hash = "sha256:763a9fdc836d141fa080005a886d63f66f73d56dba1fb5961afc239c77708569"},
+    {file = "widgetsnbextension-3.5.2.tar.gz", hash = "sha256:e0731a60ba540cd19bbbefe771a9076dcd2dde90713a8f87f27f53f2d1db7727"},
+]
 yarl = [
     {file = "yarl-1.7.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f2a8508f7350512434e41065684076f640ecce176d262a7d54f0da41d99c5a95"},
     {file = "yarl-1.7.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:da6df107b9ccfe52d3a48165e48d72db0eca3e3029b5b8cb4fe6ee3cb870ba8b"},
diff --git a/pyproject.toml b/pyproject.toml
index beb9c4f1..c7ca24d6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,6 +24,7 @@ python = ">=3.7,<3.10"
 torch = "^1.4"
 pytorch-lightning = "^1.2"
 scipy = "^1.7.1"
+jupyter = "^1.0.0"
 
 [tool.poetry.dev-dependencies]
 pytest = "^6.2.4"

From b8d60c6621bdaec7322481fb0892661132054e78 Mon Sep 17 00:00:00 2001
From: Aadit Gupta <50186752+aaditgupta21@users.noreply.github.com>
Date: Thu, 30 Dec 2021 21:10:25 -0800
Subject: [PATCH 06/20] Update docs.yml

---
 .github/workflows/docs.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 9f502266..4ef71fd3 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -40,8 +40,8 @@ jobs:
 
       - name: Build Tutorials
         run: |
-          chmod +x ../../scripts/tutorials.sh
-          bash ../../scripts/tutorials.sh
+          chmod +x scripts/tutorials.sh
+          bash scripts/tutorials.sh
       - name: Build Docusaurus website
         run: |
           cd website

From d0b061b03733a2ecf725604e290a57d3c536586c Mon Sep 17 00:00:00 2001
From: Aadit Gupta <50186752+aaditgupta21@users.noreply.github.com>
Date: Thu, 30 Dec 2021 21:17:20 -0800
Subject: [PATCH 07/20] Update tutorials.sh

---
 scripts/tutorials.sh | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/scripts/tutorials.sh b/scripts/tutorials.sh
index 4786c65d..25195a47 100644
--- a/scripts/tutorials.sh
+++ b/scripts/tutorials.sh
@@ -1,6 +1,6 @@
 #!/bin/bash
 
-for i in $(find ../examples -name '*.ipynb'); do
+for i in $(find ./examples -name '*.ipynb'); do
 
     # Converting notebook to markdown
     jupyter nbconvert --to markdown $i
@@ -21,8 +21,8 @@ for i in $(find ../examples -name '*.ipynb'); do
     sed -i "s/$out/\/img/g" "$modified.md"
 
     #Moves images into static folder of website
-    mv $files/* ../website/static/img
+    mv $files/* website/static/img
 
     # Moves Markdown file into tutorial folder
-    mv "$modified.md" ../website/tutorials
+    mv "$modified.md" website/tutorials
 done

From f2829472f42a60d8522223669462a83e60f46c15 Mon Sep 17 00:00:00 2001
From: Aadit Gupta <50186752+aaditgupta21@users.noreply.github.com>
Date: Sun, 23 Jan 2022 21:24:41 -0800
Subject: [PATCH 08/20] Update tutorials.sh

---
 scripts/tutorials.sh | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/scripts/tutorials.sh b/scripts/tutorials.sh
index 25195a47..70cf5de1 100644
--- a/scripts/tutorials.sh
+++ b/scripts/tutorials.sh
@@ -1,5 +1,7 @@
 #!/bin/bash
 
+poetry run
+
 for i in $(find ./examples -name '*.ipynb'); do
 
     # Converting notebook to markdown

From d32ef723c5c3397429cc7513ac6e2d00bbd63af5 Mon Sep 17 00:00:00 2001
From: Aadit Gupta <50186752+aaditgupta21@users.noreply.github.com>
Date: Sun, 23 Jan 2022 21:26:15 -0800
Subject: [PATCH 09/20] Update pyproject.toml

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c7ca24d6..5feb226b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,7 +24,6 @@ python = ">=3.7,<3.10"
 torch = "^1.4"
 pytorch-lightning = "^1.2"
 scipy = "^1.7.1"
-jupyter = "^1.0.0"
 
 [tool.poetry.dev-dependencies]
 pytest = "^6.2.4"
@@ -32,6 +31,7 @@ pytest-cov = "^3.0.0"
 pytest-mock = "^3.6.1"
 pre-commit = "^2.14.0"
 Sphinx = "^4.1.2"
+nbconvert = "^6.2.0"
 asteroid-sphinx-theme = "^0.0.3"
 
 [build-system]

From f975908e783b174bccee97b10bdaf19fe7210b4e Mon Sep 17 00:00:00 2001
From: Aadit Gupta <50186752+aaditgupta21@users.noreply.github.com>
Date: Sun, 23 Jan 2022 21:26:25 -0800
Subject: [PATCH 10/20] Update tutorials.sh

---
 scripts/tutorials.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/scripts/tutorials.sh b/scripts/tutorials.sh
index 70cf5de1..70f6f4f2 100644
--- a/scripts/tutorials.sh
+++ b/scripts/tutorials.sh
@@ -5,7 +5,7 @@ poetry run
 for i in $(find ./examples -name '*.ipynb'); do
 
     # Converting notebook to markdown
-    jupyter nbconvert --to markdown $i
+    nbconvert --to markdown $i
 
     # Removing ipynb extension from file path
     modified=${i::-6}

From e3dc13a5b35f96234ecd426adde8b3431f1e84f4 Mon Sep 17 00:00:00 2001
From: Aadit Gupta <50186752+aaditgupta21@users.noreply.github.com>
Date: Sun, 23 Jan 2022 21:34:37 -0800
Subject: [PATCH 11/20] Update sidebarsTutorials.js


From f7943e875b0cf1fc47ba43617179107faf4c7347 Mon Sep 17 00:00:00 2001
From: Aadit Gupta <50186752+aaditgupta21@users.noreply.github.com>
Date: Sun, 23 Jan 2022 21:37:15 -0800
Subject: [PATCH 12/20] Update tutorials.sh

---
 scripts/tutorials.sh | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/scripts/tutorials.sh b/scripts/tutorials.sh
index 70f6f4f2..d215674b 100644
--- a/scripts/tutorials.sh
+++ b/scripts/tutorials.sh
@@ -1,11 +1,10 @@
 #!/bin/bash
 
-poetry run
 
 for i in $(find ./examples -name '*.ipynb'); do
 
     # Converting notebook to markdown
-    nbconvert --to markdown $i
+    poetry run nbconvert --to markdown $i
 
     # Removing ipynb extension from file path
     modified=${i::-6}

From 8aca5355c3858b1b00c9cabe4fe07412b7ea9c5f Mon Sep 17 00:00:00 2001
From: Aadit Gupta <spacegiant21@gmail.com>
Date: Sun, 23 Jan 2022 21:53:51 -0800
Subject: [PATCH 13/20] run poetry install/update

---
 poetry.lock | 1383 +++++++++++++++------------------------------------
 1 file changed, 389 insertions(+), 994 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index f51ece7d..2541ec0f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -50,60 +50,6 @@ category = "dev"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "appnope"
-version = "0.1.2"
-description = "Disable App Nap on macOS >= 10.9"
-category = "main"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "argcomplete"
-version = "1.12.3"
-description = "Bash tab completion for argparse"
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-importlib-metadata = {version = ">=0.23,<5", markers = "python_version == \"3.7\""}
-
-[package.extras]
-test = ["coverage", "flake8", "pexpect", "wheel"]
-
-[[package]]
-name = "argon2-cffi"
-version = "21.3.0"
-description = "The secure Argon2 password hashing algorithm."
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-argon2-cffi-bindings = "*"
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
-
-[package.extras]
-dev = ["pre-commit", "cogapp", "tomli", "coverage[toml] (>=5.0.2)", "hypothesis", "pytest", "sphinx", "sphinx-notfound-page", "furo"]
-docs = ["sphinx", "sphinx-notfound-page", "furo"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
-
-[[package]]
-name = "argon2-cffi-bindings"
-version = "21.2.0"
-description = "Low-level CFFI bindings for Argon2"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-cffi = ">=1.0.1"
-
-[package.extras]
-dev = ["pytest", "cogapp", "pre-commit", "wheel"]
-tests = ["pytest"]
-
 [[package]]
 name = "asteroid-sphinx-theme"
 version = "0.0.3"
@@ -117,14 +63,14 @@ sphinx = "*"
 
 [[package]]
 name = "async-timeout"
-version = "4.0.1"
+version = "4.0.2"
 description = "Timeout context manager for asyncio programs"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-typing-extensions = ">=3.6.5"
+typing-extensions = {version = ">=3.6.5", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "asynctest"
@@ -144,17 +90,17 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "attrs"
-version = "21.2.0"
+version = "21.4.0"
 description = "Classes Without Boilerplate"
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit"]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
 docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
 
 [[package]]
 name = "babel"
@@ -167,34 +113,11 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 [package.dependencies]
 pytz = ">=2015.7"
 
-[[package]]
-name = "backcall"
-version = "0.2.0"
-description = "Specifications for callback functions passed in to an API"
-category = "main"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "backports.entry-points-selectable"
-version = "1.1.1"
-description = "Compatibility shim providing selectable entry points for older implementations"
-category = "dev"
-optional = false
-python-versions = ">=2.7"
-
-[package.dependencies]
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
-
-[package.extras]
-docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
-testing = ["pytest", "pytest-flake8", "pytest-cov", "pytest-black (>=0.3.7)", "pytest-mypy", "pytest-checkdocs (>=2.4)", "pytest-enabler (>=1.0.1)"]
-
 [[package]]
 name = "bleach"
 version = "4.1.0"
 description = "An easy safelist-based HTML-sanitizing tool."
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 
@@ -205,11 +128,11 @@ webencodings = "*"
 
 [[package]]
 name = "cachetools"
-version = "4.2.4"
+version = "5.0.0"
 description = "Extensible memoizing collections and decorators"
 category = "main"
 optional = false
-python-versions = "~=3.5"
+python-versions = "~=3.7"
 
 [[package]]
 name = "certifi"
@@ -223,7 +146,7 @@ python-versions = "*"
 name = "cffi"
 version = "1.15.0"
 description = "Foreign Function Interface for Python calling C code."
-category = "main"
+category = "dev"
 optional = false
 python-versions = "*"
 
@@ -240,7 +163,7 @@ python-versions = ">=3.6.1"
 
 [[package]]
 name = "charset-normalizer"
-version = "2.0.9"
+version = "2.0.10"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 category = "main"
 optional = false
@@ -271,33 +194,17 @@ tomli = {version = "*", optional = true, markers = "extra == \"toml\""}
 [package.extras]
 toml = ["tomli"]
 
-[[package]]
-name = "debugpy"
-version = "1.5.1"
-description = "An implementation of the Debug Adapter Protocol for Python"
-category = "main"
-optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
-
-[[package]]
-name = "decorator"
-version = "5.1.0"
-description = "Decorators for Humans"
-category = "main"
-optional = false
-python-versions = ">=3.5"
-
 [[package]]
 name = "defusedxml"
 version = "0.7.1"
 description = "XML bomb protection for Python stdlib modules"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [[package]]
 name = "distlib"
-version = "0.3.3"
+version = "0.3.4"
 description = "Distribution utilities"
 category = "dev"
 optional = false
@@ -315,17 +222,17 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 name = "entrypoints"
 version = "0.3"
 description = "Discover and load entry points from installed packages."
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=2.7"
 
 [[package]]
 name = "filelock"
-version = "3.4.0"
+version = "3.4.2"
 description = "A platform independent file lock."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.extras]
 docs = ["furo (>=2021.8.17b43)", "sphinx (>=4.1)", "sphinx-autodoc-typehints (>=1.12)"]
@@ -333,15 +240,15 @@ testing = ["covdefaults (>=1.2.0)", "coverage (>=4)", "pytest (>=4)", "pytest-co
 
 [[package]]
 name = "frozenlist"
-version = "1.2.0"
+version = "1.3.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [[package]]
 name = "fsspec"
-version = "2021.11.1"
+version = "2022.1.0"
 description = "File-system specification"
 category = "main"
 optional = false
@@ -383,14 +290,14 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 
 [[package]]
 name = "google-auth"
-version = "2.3.3"
+version = "2.4.0"
 description = "Google Authentication Library"
 category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
 
 [package.dependencies]
-cachetools = ">=2.0.0,<5.0"
+cachetools = ">=2.0.0,<6.0"
 pyasn1-modules = ">=0.2.1"
 rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""}
 six = ">=1.9.0"
@@ -417,7 +324,7 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "grpcio"
-version = "1.42.0"
+version = "1.43.0"
 description = "HTTP/2-based RPC framework"
 category = "main"
 optional = false
@@ -427,15 +334,15 @@ python-versions = ">=3.6"
 six = ">=1.5.2"
 
 [package.extras]
-protobuf = ["grpcio-tools (>=1.42.0)"]
+protobuf = ["grpcio-tools (>=1.43.0)"]
 
 [[package]]
 name = "identify"
-version = "2.4.0"
+version = "2.4.5"
 description = "File identification library for Python"
 category = "dev"
 optional = false
-python-versions = ">=3.6.1"
+python-versions = ">=3.7"
 
 [package.extras]
 license = ["ukkonen"]
@@ -458,11 +365,11 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "importlib-metadata"
-version = "4.8.2"
+version = "4.10.1"
 description = "Read metadata from Python packages"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
@@ -471,13 +378,13 @@ zipp = ">=0.5"
 [package.extras]
 docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
 perf = ["ipython"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
 
 [[package]]
 name = "importlib-resources"
 version = "5.4.0"
 description = "Read resources from Python packages"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 
@@ -496,108 +403,19 @@ category = "dev"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "ipykernel"
-version = "6.6.0"
-description = "IPython Kernel for Jupyter"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-appnope = {version = "*", markers = "platform_system == \"Darwin\""}
-argcomplete = {version = ">=1.12.3", markers = "python_version < \"3.8.0\""}
-debugpy = ">=1.0.0,<2.0"
-importlib-metadata = {version = "<5", markers = "python_version < \"3.8.0\""}
-ipython = ">=7.23.1"
-jupyter-client = "<8.0"
-matplotlib-inline = ">=0.1.0,<0.2.0"
-tornado = ">=4.2,<7.0"
-traitlets = ">=5.1.0,<6.0"
-
-[package.extras]
-test = ["pytest (!=5.3.4)", "pytest-cov", "flaky", "ipyparallel"]
-
-[[package]]
-name = "ipython"
-version = "7.30.1"
-description = "IPython: Productive Interactive Computing"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-appnope = {version = "*", markers = "sys_platform == \"darwin\""}
-backcall = "*"
-colorama = {version = "*", markers = "sys_platform == \"win32\""}
-decorator = "*"
-jedi = ">=0.16"
-matplotlib-inline = "*"
-pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
-pickleshare = "*"
-prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
-pygments = "*"
-traitlets = ">=4.2"
-
-[package.extras]
-all = ["Sphinx (>=1.3)", "ipykernel", "ipyparallel", "ipywidgets", "nbconvert", "nbformat", "nose (>=0.10.1)", "notebook", "numpy (>=1.17)", "pygments", "qtconsole", "requests", "testpath"]
-doc = ["Sphinx (>=1.3)"]
-kernel = ["ipykernel"]
-nbconvert = ["nbconvert"]
-nbformat = ["nbformat"]
-notebook = ["notebook", "ipywidgets"]
-parallel = ["ipyparallel"]
-qtconsole = ["qtconsole"]
-test = ["nose (>=0.10.1)", "requests", "testpath", "pygments", "nbformat", "ipykernel", "numpy (>=1.17)"]
-
 [[package]]
 name = "ipython-genutils"
 version = "0.2.0"
 description = "Vestigial utilities from IPython"
-category = "main"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "ipywidgets"
-version = "7.6.5"
-description = "IPython HTML widgets for Jupyter"
-category = "main"
+category = "dev"
 optional = false
 python-versions = "*"
 
-[package.dependencies]
-ipykernel = ">=4.5.1"
-ipython = {version = ">=4.0.0", markers = "python_version >= \"3.3\""}
-ipython-genutils = ">=0.2.0,<0.3.0"
-jupyterlab-widgets = {version = ">=1.0.0", markers = "python_version >= \"3.6\""}
-nbformat = ">=4.2.0"
-traitlets = ">=4.3.1"
-widgetsnbextension = ">=3.5.0,<3.6.0"
-
-[package.extras]
-test = ["pytest (>=3.6.0)", "pytest-cov", "mock"]
-
-[[package]]
-name = "jedi"
-version = "0.18.1"
-description = "An autocompletion tool for Python that can be used for text editors."
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-parso = ">=0.8.0,<0.9.0"
-
-[package.extras]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<7.0.0)"]
-
 [[package]]
 name = "jinja2"
 version = "3.0.3"
 description = "A very fast and expressive template engine."
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 
@@ -609,9 +427,9 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jsonschema"
-version = "4.3.2"
+version = "4.4.0"
 description = "An implementation of JSON Schema validation for Python"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 
@@ -626,27 +444,11 @@ typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
 format_nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
 
-[[package]]
-name = "jupyter"
-version = "1.0.0"
-description = "Jupyter metapackage. Install all the Jupyter components in one go."
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-ipykernel = "*"
-ipywidgets = "*"
-jupyter-console = "*"
-nbconvert = "*"
-notebook = "*"
-qtconsole = "*"
-
 [[package]]
 name = "jupyter-client"
-version = "7.1.0"
+version = "7.1.2"
 description = "Jupyter protocol implementation and client libraries"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.6.1"
 
@@ -663,29 +465,11 @@ traitlets = "*"
 doc = ["myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
 test = ["codecov", "coverage", "ipykernel", "ipython", "mock", "mypy", "pre-commit", "pytest", "pytest-asyncio", "pytest-cov", "pytest-timeout", "jedi (<0.18)"]
 
-[[package]]
-name = "jupyter-console"
-version = "6.4.0"
-description = "Jupyter terminal console"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-ipykernel = "*"
-ipython = "*"
-jupyter-client = "*"
-prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
-pygments = "*"
-
-[package.extras]
-test = ["pexpect"]
-
 [[package]]
 name = "jupyter-core"
 version = "4.9.1"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 
@@ -697,21 +481,13 @@ traitlets = "*"
 name = "jupyterlab-pygments"
 version = "0.1.2"
 description = "Pygments theme using JupyterLab CSS variables"
-category = "main"
+category = "dev"
 optional = false
 python-versions = "*"
 
 [package.dependencies]
 pygments = ">=2.4.1,<3"
 
-[[package]]
-name = "jupyterlab-widgets"
-version = "1.0.2"
-description = "A JupyterLab extension."
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
 [[package]]
 name = "markdown"
 version = "3.3.6"
@@ -730,44 +506,33 @@ testing = ["coverage", "pyyaml"]
 name = "markupsafe"
 version = "2.0.1"
 description = "Safely add untrusted strings to HTML/XML markup."
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 
-[[package]]
-name = "matplotlib-inline"
-version = "0.1.3"
-description = "Inline Matplotlib backend for Jupyter"
-category = "main"
-optional = false
-python-versions = ">=3.5"
-
-[package.dependencies]
-traitlets = "*"
-
 [[package]]
 name = "mistune"
 version = "0.8.4"
 description = "The fastest markdown parser in pure Python"
-category = "main"
+category = "dev"
 optional = false
 python-versions = "*"
 
 [[package]]
 name = "multidict"
-version = "5.2.0"
+version = "6.0.1"
 description = "multidict implementation"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [[package]]
 name = "nbclient"
-version = "0.5.9"
+version = "0.5.10"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
-category = "main"
+category = "dev"
 optional = false
-python-versions = ">=3.6.1"
+python-versions = ">=3.7.0"
 
 [package.dependencies]
 jupyter-client = ">=6.1.5"
@@ -776,15 +541,14 @@ nest-asyncio = "*"
 traitlets = ">=4.2"
 
 [package.extras]
-dev = ["codecov", "coverage", "ipython", "ipykernel", "ipywidgets", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "check-manifest", "flake8", "mypy", "tox", "xmltodict", "pip (>=18.1)", "wheel (>=0.31.0)", "setuptools (>=38.6.0)", "twine (>=1.11.0)", "black"]
 sphinx = ["Sphinx (>=1.7)", "sphinx-book-theme", "mock", "moto", "myst-parser"]
-test = ["codecov", "coverage", "ipython", "ipykernel", "ipywidgets", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "check-manifest", "flake8", "mypy", "tox", "xmltodict", "pip (>=18.1)", "wheel (>=0.31.0)", "setuptools (>=38.6.0)", "twine (>=1.11.0)", "black"]
+test = ["ipython", "ipykernel", "ipywidgets (<8.0.0)", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "check-manifest", "flake8", "mypy", "xmltodict", "black", "pip (>=18.1)", "wheel (>=0.31.0)", "setuptools (>=38.6.0)", "twine (>=1.11.0)"]
 
 [[package]]
 name = "nbconvert"
-version = "6.3.0"
+version = "6.4.0"
 description = "Converting Jupyter Notebooks"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 
@@ -814,7 +578,7 @@ webpdf = ["pyppeteer (==0.2.6)"]
 name = "nbformat"
 version = "5.1.3"
 description = "The Jupyter Notebook format"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 
@@ -832,7 +596,7 @@ test = ["check-manifest", "fastjsonschema", "testpath", "pytest", "pytest-cov"]
 name = "nest-asyncio"
 version = "1.5.4"
 description = "Patch asyncio to allow nested event loops"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 
@@ -844,39 +608,9 @@ category = "dev"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "notebook"
-version = "6.4.6"
-description = "A web-based notebook environment for interactive computing"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-argon2-cffi = "*"
-ipykernel = "*"
-ipython-genutils = "*"
-jinja2 = "*"
-jupyter-client = ">=5.3.4"
-jupyter-core = ">=4.6.1"
-nbconvert = "*"
-nbformat = "*"
-nest-asyncio = ">=1.5"
-prometheus-client = "*"
-pyzmq = ">=17"
-Send2Trash = ">=1.8.0"
-terminado = ">=0.8.3"
-tornado = ">=6.1"
-traitlets = ">=4.2.1"
-
-[package.extras]
-docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme", "myst-parser"]
-json-logging = ["json-logging"]
-test = ["pytest", "coverage", "requests", "nbval", "selenium", "pytest-cov", "requests-unixsocket"]
-
 [[package]]
 name = "numpy"
-version = "1.21.4"
+version = "1.21.5"
 description = "NumPy is the fundamental package for array computing with Python."
 category = "main"
 optional = false
@@ -910,48 +644,17 @@ pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
 name = "pandocfilters"
 version = "1.5.0"
 description = "Utilities for writing pandoc filters in python"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
-[[package]]
-name = "parso"
-version = "0.8.3"
-description = "A Python Parser"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.extras]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["docopt", "pytest (<6.0.0)"]
-
-[[package]]
-name = "pexpect"
-version = "4.8.0"
-description = "Pexpect allows easy control of interactive console applications."
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-ptyprocess = ">=0.5"
-
-[[package]]
-name = "pickleshare"
-version = "0.7.5"
-description = "Tiny 'shelve'-like database with concurrency support"
-category = "main"
-optional = false
-python-versions = "*"
-
 [[package]]
 name = "platformdirs"
-version = "2.4.0"
+version = "2.4.1"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.extras]
 docs = ["Sphinx (>=4)", "furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)"]
@@ -974,7 +677,7 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pre-commit"
-version = "2.16.0"
+version = "2.17.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 category = "dev"
 optional = false
@@ -989,49 +692,19 @@ pyyaml = ">=5.1"
 toml = "*"
 virtualenv = ">=20.0.8"
 
-[[package]]
-name = "prometheus-client"
-version = "0.12.0"
-description = "Python client for the Prometheus monitoring system."
-category = "main"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-
-[package.extras]
-twisted = ["twisted"]
-
-[[package]]
-name = "prompt-toolkit"
-version = "3.0.24"
-description = "Library for building powerful interactive command lines in Python"
-category = "main"
-optional = false
-python-versions = ">=3.6.2"
-
-[package.dependencies]
-wcwidth = "*"
-
 [[package]]
 name = "protobuf"
-version = "3.19.1"
+version = "3.19.3"
 description = "Protocol Buffers"
 category = "main"
 optional = false
 python-versions = ">=3.5"
 
-[[package]]
-name = "ptyprocess"
-version = "0.7.0"
-description = "Run a subprocess in a pseudo terminal"
-category = "main"
-optional = false
-python-versions = "*"
-
 [[package]]
 name = "py"
 version = "1.11.0"
 description = "library with cross-python path, ini-parsing, io, code, log facilities"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
@@ -1058,7 +731,7 @@ pyasn1 = ">=0.4.6,<0.5.0"
 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
@@ -1072,15 +745,15 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "pygments"
-version = "2.10.0"
+version = "2.11.2"
 description = "Pygments is a syntax highlighting package written in Python."
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 
 [[package]]
 name = "pyparsing"
-version = "3.0.6"
+version = "3.0.7"
 description = "Python parsing module"
 category = "main"
 optional = false
@@ -1091,11 +764,11 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pyrsistent"
-version = "0.18.0"
+version = "0.18.1"
 description = "Persistent/Functional/Immutable data structures"
-category = "main"
+category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [[package]]
 name = "pytest"
@@ -1152,7 +825,7 @@ dev = ["pre-commit", "tox", "pytest-asyncio"]
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
-category = "main"
+category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 
@@ -1161,7 +834,7 @@ six = ">=1.5"
 
 [[package]]
 name = "pytorch-lightning"
-version = "1.5.8"
+version = "1.5.9"
 description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate."
 category = "main"
 optional = false
@@ -1181,12 +854,12 @@ tqdm = ">=4.41.0"
 typing-extensions = "*"
 
 [package.extras]
-all = ["matplotlib (>3.1)", "horovod (>=0.21.2)", "torchtext (>=0.8)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.0.4)", "gcsfs (>=2021.5.0)", "rich (>=10.2.2)", "neptune-client (>=0.10.0)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>5.2.0)", "codecov (>=2.1)", "pytest (>=6.0)", "pytest-rerunfailures (>=10.2)", "twine (==3.2)", "mypy (>=0.920)", "flake8 (>=3.9.2)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "onnxruntime", "pandas", "torchvision (>=0.8)", "gym (>=0.17.0)", "ipython"]
-cpu = ["matplotlib (>3.1)", "torchtext (>=0.8)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.0.4)", "gcsfs (>=2021.5.0)", "rich (>=10.2.2)", "neptune-client (>=0.10.0)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>5.2.0)", "codecov (>=2.1)", "pytest (>=6.0)", "pytest-rerunfailures (>=10.2)", "twine (==3.2)", "mypy (>=0.920)", "flake8 (>=3.9.2)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "onnxruntime", "pandas", "torchvision (>=0.8)", "gym (>=0.17.0)", "ipython"]
-cpu-extra = ["matplotlib (>3.1)", "torchtext (>=0.8)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.0.4)", "gcsfs (>=2021.5.0)", "rich (>=10.2.2)"]
-dev = ["matplotlib (>3.1)", "horovod (>=0.21.2)", "torchtext (>=0.8)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.0.4)", "gcsfs (>=2021.5.0)", "rich (>=10.2.2)", "neptune-client (>=0.10.0)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>5.2.0)", "codecov (>=2.1)", "pytest (>=6.0)", "pytest-rerunfailures (>=10.2)", "twine (==3.2)", "mypy (>=0.920)", "flake8 (>=3.9.2)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "onnxruntime", "pandas"]
+all = ["matplotlib (>3.1)", "horovod (>=0.21.2)", "torchtext (>=0.8)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.0.4,<5.0.0)", "gcsfs (>=2021.5.0)", "rich (>=10.2.2)", "neptune-client (>=0.10.0)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>5.2.0)", "codecov (>=2.1)", "pytest (>=6.0)", "pytest-rerunfailures (>=10.2)", "twine (==3.2)", "mypy (>=0.920)", "flake8 (>=3.9.2)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "onnxruntime", "pandas", "torchvision (>=0.8)", "gym (>=0.17.0)", "ipython"]
+cpu = ["matplotlib (>3.1)", "torchtext (>=0.8)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.0.4,<5.0.0)", "gcsfs (>=2021.5.0)", "rich (>=10.2.2)", "neptune-client (>=0.10.0)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>5.2.0)", "codecov (>=2.1)", "pytest (>=6.0)", "pytest-rerunfailures (>=10.2)", "twine (==3.2)", "mypy (>=0.920)", "flake8 (>=3.9.2)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "onnxruntime", "pandas", "torchvision (>=0.8)", "gym (>=0.17.0)", "ipython"]
+cpu-extra = ["matplotlib (>3.1)", "torchtext (>=0.8)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.0.4,<5.0.0)", "gcsfs (>=2021.5.0)", "rich (>=10.2.2)"]
+dev = ["matplotlib (>3.1)", "horovod (>=0.21.2)", "torchtext (>=0.8)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.0.4,<5.0.0)", "gcsfs (>=2021.5.0)", "rich (>=10.2.2)", "neptune-client (>=0.10.0)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>5.2.0)", "codecov (>=2.1)", "pytest (>=6.0)", "pytest-rerunfailures (>=10.2)", "twine (==3.2)", "mypy (>=0.920)", "flake8 (>=3.9.2)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "onnxruntime", "pandas"]
 examples = ["torchvision (>=0.8)", "gym (>=0.17.0)", "ipython"]
-extra = ["matplotlib (>3.1)", "horovod (>=0.21.2)", "torchtext (>=0.8)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.0.4)", "gcsfs (>=2021.5.0)", "rich (>=10.2.2)"]
+extra = ["matplotlib (>3.1)", "horovod (>=0.21.2)", "torchtext (>=0.8)", "omegaconf (>=2.0.5)", "hydra-core (>=1.0.5)", "jsonargparse[signatures] (>=4.0.4,<5.0.0)", "gcsfs (>=2021.5.0)", "rich (>=10.2.2)"]
 loggers = ["neptune-client (>=0.10.0)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)"]
 test = ["coverage (>5.2.0)", "codecov (>=2.1)", "pytest (>=6.0)", "pytest-rerunfailures (>=10.2)", "twine (==3.2)", "mypy (>=0.920)", "flake8 (>=3.9.2)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "scikit-learn (>0.22.1)", "onnxruntime", "pandas"]
 
@@ -1202,18 +875,10 @@ python-versions = "*"
 name = "pywin32"
 version = "303"
 description = "Python for Window Extensions"
-category = "main"
+category = "dev"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "pywinpty"
-version = "1.1.6"
-description = "Pseudo terminal support for Windows from Python."
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
 [[package]]
 name = "pyyaml"
 version = "6.0"
@@ -1226,7 +891,7 @@ python-versions = ">=3.6"
 name = "pyzmq"
 version = "22.3.0"
 description = "Python bindings for 0MQ"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 
@@ -1234,45 +899,9 @@ python-versions = ">=3.6"
 cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 py = {version = "*", markers = "implementation_name == \"pypy\""}
 
-[[package]]
-name = "qtconsole"
-version = "5.2.2"
-description = "Jupyter Qt console"
-category = "main"
-optional = false
-python-versions = ">= 3.6"
-
-[package.dependencies]
-ipykernel = ">=4.1"
-ipython-genutils = "*"
-jupyter-client = ">=4.1"
-jupyter-core = "*"
-pygments = "*"
-pyzmq = ">=17.1"
-qtpy = "*"
-traitlets = "*"
-
-[package.extras]
-doc = ["Sphinx (>=1.3)"]
-test = ["flaky", "pytest", "pytest-qt"]
-
-[[package]]
-name = "qtpy"
-version = "2.0.0"
-description = "Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6)."
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-packaging = "*"
-
-[package.extras]
-test = ["pytest (>=6.0.0,<7.0)", "pytest-cov (>=2.11.0)"]
-
 [[package]]
 name = "requests"
-version = "2.26.0"
+version = "2.27.1"
 description = "Python HTTP for Humans."
 category = "main"
 optional = false
@@ -1325,19 +954,6 @@ python-versions = ">=3.7,<3.11"
 [package.dependencies]
 numpy = ">=1.16.5,<1.23.0"
 
-[[package]]
-name = "send2trash"
-version = "1.8.0"
-description = "Send file to trash natively under Mac OS X, Windows and Linux."
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.extras]
-nativelib = ["pyobjc-framework-cocoa", "pywin32"]
-objc = ["pyobjc-framework-cocoa"]
-win32 = ["pywin32"]
-
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -1356,7 +972,7 @@ python-versions = "*"
 
 [[package]]
 name = "sphinx"
-version = "4.3.2"
+version = "4.4.0"
 description = "Python documentation generator"
 category = "dev"
 optional = false
@@ -1368,6 +984,7 @@ babel = ">=1.3"
 colorama = {version = ">=0.3.5", markers = "sys_platform == \"win32\""}
 docutils = ">=0.14,<0.18"
 imagesize = "*"
+importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 Jinja2 = ">=2.3"
 packaging = "*"
 Pygments = ">=2.0"
@@ -1382,7 +999,7 @@ sphinxcontrib-serializinghtml = ">=1.1.5"
 
 [package.extras]
 docs = ["sphinxcontrib-websupport"]
-lint = ["flake8 (>=3.5.0)", "isort", "mypy (>=0.920)", "docutils-stubs", "types-typed-ast", "types-pkg-resources", "types-requests"]
+lint = ["flake8 (>=3.5.0)", "isort", "mypy (>=0.931)", "docutils-stubs", "types-typed-ast", "types-requests"]
 test = ["pytest", "pytest-cov", "html5lib", "cython", "typed-ast"]
 
 [[package]]
@@ -1458,7 +1075,7 @@ test = ["pytest"]
 
 [[package]]
 name = "tensorboard"
-version = "2.7.0"
+version = "2.8.0"
 description = "TensorBoard lets you watch Tensors Flow"
 category = "main"
 optional = false
@@ -1487,33 +1104,17 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "tensorboard-plugin-wit"
-version = "1.8.0"
+version = "1.8.1"
 description = "What-If Tool TensorBoard plugin."
 category = "main"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "terminado"
-version = "0.12.1"
-description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-ptyprocess = {version = "*", markers = "os_name != \"nt\""}
-pywinpty = {version = ">=1.1.0", markers = "os_name == \"nt\""}
-tornado = ">=4"
-
-[package.extras]
-test = ["pytest"]
-
 [[package]]
 name = "testpath"
 version = "0.5.0"
 description = "Test utilities for code working with files and commands"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">= 3.5"
 
@@ -1549,7 +1150,7 @@ typing-extensions = "*"
 
 [[package]]
 name = "torchmetrics"
-version = "0.6.0"
+version = "0.7.0"
 description = "PyTorch native Metrics"
 category = "main"
 optional = false
@@ -1558,23 +1159,24 @@ python-versions = ">=3.6"
 [package.dependencies]
 numpy = ">=1.17.2"
 packaging = "*"
+pyDeprecate = ">=0.3.0,<0.4.0"
 torch = ">=1.3.1"
 
 [package.extras]
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 [[package]]
 name = "tornado"
 version = "6.1"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">= 3.5"
 
@@ -1598,7 +1200,7 @@ telegram = ["requests"]
 name = "traitlets"
 version = "5.1.1"
 description = "Traitlets Python configuration system"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 
@@ -1615,7 +1217,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "urllib3"
-version = "1.26.7"
+version = "1.26.8"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
 optional = false
@@ -1628,14 +1230,13 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.10.0"
+version = "20.13.0"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 
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 filelock = ">=3.2,<4"
 importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
@@ -1646,19 +1247,11 @@ six = ">=1.9.0,<2"
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-name = "wcwidth"
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-category = "main"
-optional = false
-python-versions = "*"
-
 [[package]]
 name = "webencodings"
 version = "0.5.1"
 description = "Character encoding aliases for legacy web content"
-category = "main"
+category = "dev"
 optional = false
 python-versions = "*"
 
@@ -1673,17 +1266,6 @@ python-versions = ">=3.6"
 [package.extras]
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-version = "3.5.2"
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-category = "main"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-notebook = ">=4.4.1"
-
 [[package]]
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 version = "1.7.2"
@@ -1699,20 +1281,20 @@ typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "zipp"
-version = "3.6.0"
+version = "3.7.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
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 python-versions = ">=3.7,<3.10"
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+content-hash = "0866bd43786b52758104bbe50eb5a73f9516e6fbd8f57399d4aee6f83452e5c6"
 
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@@ -1853,28 +1400,20 @@ atomicwrites = [
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@@ -2650,14 +2077,6 @@ pywin32 = [
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     {file = "pywin32-303-cp39-cp39-win_amd64.whl", hash = "sha256:79cbb862c11b9af19bcb682891c1b91942ec2ff7de8151e2aea2e175899cda34"},
 ]
-pywinpty = [
-    {file = "pywinpty-1.1.6-cp310-none-win_amd64.whl", hash = "sha256:5f526f21b569b5610a61e3b6126259c76da979399598e5154498582df3736ade"},
-    {file = "pywinpty-1.1.6-cp36-none-win_amd64.whl", hash = "sha256:7576e14f42b31fa98b62d24ded79754d2ea4625570c016b38eb347ce158a30f2"},
-    {file = "pywinpty-1.1.6-cp37-none-win_amd64.whl", hash = "sha256:979ffdb9bdbe23db3f46fc7285fd6dbb86b80c12325a50582b211b3894072354"},
-    {file = "pywinpty-1.1.6-cp38-none-win_amd64.whl", hash = "sha256:2308b1fc77545427610a705799d4ead5e7f00874af3fb148a03e202437456a7e"},
-    {file = "pywinpty-1.1.6-cp39-none-win_amd64.whl", hash = "sha256:c703bf569a98ab7844b9daf37e88ab86f31862754ef6910a8b3824993a525c72"},
-    {file = "pywinpty-1.1.6.tar.gz", hash = "sha256:8808f07350c709119cc4464144d6e749637f98e15acc1e5d3c37db1953d2eebc"},
-]
 pyyaml = [
     {file = "PyYAML-6.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d4db7c7aef085872ef65a8fd7d6d09a14ae91f691dec3e87ee5ee0539d516f53"},
     {file = "PyYAML-6.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9df7ed3b3d2e0ecfe09e14741b857df43adb5a3ddadc919a2d94fbdf78fea53c"},
@@ -2742,17 +2161,9 @@ pyzmq = [
     {file = "pyzmq-22.3.0-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:d6157793719de168b199194f6b6173f0ccd3bf3499e6870fac17086072e39115"},
     {file = "pyzmq-22.3.0.tar.gz", hash = "sha256:8eddc033e716f8c91c6a2112f0a8ebc5e00532b4a6ae1eb0ccc48e027f9c671c"},
 ]
-qtconsole = [
-    {file = "qtconsole-5.2.2-py3-none-any.whl", hash = "sha256:4aa6a3e600e0c8cf16853f2378311bc2371f57cb0f22ecfc28994f4cf409ee2e"},
-    {file = "qtconsole-5.2.2.tar.gz", hash = "sha256:8f9db97b27782184efd0a0f2d57ea3bd852d053747a2e442a9011329c082976d"},
-]
-qtpy = [
-    {file = "QtPy-2.0.0-py3-none-any.whl", hash = "sha256:74bf26be3288aadc843cf3381d5ef0b82f11417ecdcbf26718a408f32590f1ac"},
-    {file = "QtPy-2.0.0.tar.gz", hash = "sha256:777e333df4d711b2ec9743117ab319dadfbd743a5a0eee35923855ca3d35cd9d"},
-]
 requests = [
-    {file = "requests-2.26.0-py2.py3-none-any.whl", hash = "sha256:6c1246513ecd5ecd4528a0906f910e8f0f9c6b8ec72030dc9fd154dc1a6efd24"},
-    {file = "requests-2.26.0.tar.gz", hash = "sha256:b8aa58f8cf793ffd8782d3d8cb19e66ef36f7aba4353eec859e74678b01b07a7"},
+    {file = "requests-2.27.1-py2.py3-none-any.whl", hash = "sha256:f22fa1e554c9ddfd16e6e41ac79759e17be9e492b3587efa038054674760e72d"},
+    {file = "requests-2.27.1.tar.gz", hash = "sha256:68d7c56fd5a8999887728ef304a6d12edc7be74f1cfa47714fc8b414525c9a61"},
 ]
 requests-oauthlib = [
     {file = "requests-oauthlib-1.3.0.tar.gz", hash = "sha256:b4261601a71fd721a8bd6d7aa1cc1d6a8a93b4a9f5e96626f8e4d91e8beeaa6a"},
@@ -2794,10 +2205,6 @@ scipy = [
     {file = "scipy-1.7.3-cp39-cp39-win_amd64.whl", hash = "sha256:3f78181a153fa21c018d346f595edd648344751d7f03ab94b398be2ad083ed3e"},
     {file = "scipy-1.7.3.tar.gz", hash = "sha256:ab5875facfdef77e0a47d5fd39ea178b58e60e454a4c85aa1e52fcb80db7babf"},
 ]
-send2trash = [
-    {file = "Send2Trash-1.8.0-py3-none-any.whl", hash = "sha256:f20eaadfdb517eaca5ce077640cb261c7d2698385a6a0f072a4a5447fd49fa08"},
-    {file = "Send2Trash-1.8.0.tar.gz", hash = "sha256:d2c24762fd3759860a0aff155e45871447ea58d2be6bdd39b5c8f966a0c99c2d"},
-]
 six = [
     {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
@@ -2807,8 +2214,8 @@ snowballstemmer = [
     {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
 ]
 sphinx = [
-    {file = "Sphinx-4.3.2-py3-none-any.whl", hash = "sha256:6a11ea5dd0bdb197f9c2abc2e0ce73e01340464feaece525e64036546d24c851"},
-    {file = "Sphinx-4.3.2.tar.gz", hash = "sha256:0a8836751a68306b3fe97ecbe44db786f8479c3bf4b80e3a7f5c838657b4698c"},
+    {file = "Sphinx-4.4.0-py3-none-any.whl", hash = "sha256:5da895959511473857b6d0200f56865ed62c31e8f82dd338063b84ec022701fe"},
+    {file = "Sphinx-4.4.0.tar.gz", hash = "sha256:6caad9786055cb1fa22b4a365c1775816b876f91966481765d7d50e9f0dd35cc"},
 ]
 sphinxcontrib-applehelp = [
     {file = "sphinxcontrib-applehelp-1.0.2.tar.gz", hash = "sha256:a072735ec80e7675e3f432fcae8610ecf509c5f1869d17e2eecff44389cdbc58"},
@@ -2835,7 +2242,7 @@ sphinxcontrib-serializinghtml = [
     {file = "sphinxcontrib_serializinghtml-1.1.5-py2.py3-none-any.whl", hash = "sha256:352a9a00ae864471d3a7ead8d7d79f5fc0b57e8b3f95e9867eb9eb28999b92fd"},
 ]
 tensorboard = [
-    {file = "tensorboard-2.7.0-py3-none-any.whl", hash = "sha256:239f78a4a8dff200ce585a030c787773a8c1184d5c159252f5f85bac4e3c3b38"},
+    {file = "tensorboard-2.8.0-py3-none-any.whl", hash = "sha256:65a338e4424e9079f2604923bdbe301792adce2ace1be68da6b3ddf005170def"},
 ]
 tensorboard-data-server = [
     {file = "tensorboard_data_server-0.6.1-py3-none-any.whl", hash = "sha256:809fe9887682d35c1f7d1f54f0f40f98bb1f771b14265b453ca051e2ce58fca7"},
@@ -2843,11 +2250,7 @@ tensorboard-data-server = [
     {file = "tensorboard_data_server-0.6.1-py3-none-manylinux2010_x86_64.whl", hash = "sha256:d8237580755e58eff68d1f3abefb5b1e39ae5c8b127cc40920f9c4fb33f4b98a"},
 ]
 tensorboard-plugin-wit = [
-    {file = "tensorboard_plugin_wit-1.8.0-py3-none-any.whl", hash = "sha256:2a80d1c551d741e99b2f197bb915d8a133e24adb8da1732b840041860f91183a"},
-]
-terminado = [
-    {file = "terminado-0.12.1-py3-none-any.whl", hash = "sha256:09fdde344324a1c9c6e610ee4ca165c4bb7f5bbf982fceeeb38998a988ef8452"},
-    {file = "terminado-0.12.1.tar.gz", hash = "sha256:b20fd93cc57c1678c799799d117874367cc07a3d2d55be95205b1a88fa08393f"},
+    {file = "tensorboard_plugin_wit-1.8.1-py3-none-any.whl", hash = "sha256:ff26bdd583d155aa951ee3b152b3d0cffae8005dc697f72b44a8e8c2a77a8cbe"},
 ]
 testpath = [
     {file = "testpath-0.5.0-py3-none-any.whl", hash = "sha256:8044f9a0bab6567fc644a3593164e872543bb44225b0e24846e2c89237937589"},
@@ -2882,8 +2285,8 @@ torch = [
     {file = "torch-1.10.1-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:5644280d88c5b6de27eacc0d911f968aad41a4bab297af4df5e571bc0927d3e4"},
 ]
 torchmetrics = [
-    {file = "torchmetrics-0.6.0-py3-none-any.whl", hash = "sha256:80cc981b5f41be6daf034f30c273227135ecf1029a9bda6c2bc266371044fea7"},
-    {file = "torchmetrics-0.6.0.tar.gz", hash = "sha256:e96f16e07a3b8ec7326721166ee126f892d0fa848753f9c07677615ba5ea2121"},
+    {file = "torchmetrics-0.7.0-py3-none-any.whl", hash = "sha256:908f6c129ba84864176c23217ab548069a59f1db555b08f20d2f20274564f90a"},
+    {file = "torchmetrics-0.7.0.tar.gz", hash = "sha256:dbfb8989086f38020045a935e83928504e1af1d84ae92b073f6a83d018f4bc00"},
 ]
 tornado = [
     {file = "tornado-6.1-cp35-cp35m-macosx_10_9_x86_64.whl", hash = "sha256:d371e811d6b156d82aa5f9a4e08b58debf97c302a35714f6f45e35139c332e32"},
@@ -2941,16 +2344,12 @@ typing-extensions = [
     {file = "typing_extensions-4.0.1.tar.gz", hash = "sha256:4ca091dea149f945ec56afb48dae714f21e8692ef22a395223bcd328961b6a0e"},
 ]
 urllib3 = [
-    {file = "urllib3-1.26.7-py2.py3-none-any.whl", hash = "sha256:c4fdf4019605b6e5423637e01bc9fe4daef873709a7973e195ceba0a62bbc844"},
-    {file = "urllib3-1.26.7.tar.gz", hash = "sha256:4987c65554f7a2dbf30c18fd48778ef124af6fab771a377103da0585e2336ece"},
+    {file = "urllib3-1.26.8-py2.py3-none-any.whl", hash = "sha256:000ca7f471a233c2251c6c7023ee85305721bfdf18621ebff4fd17a8653427ed"},
+    {file = "urllib3-1.26.8.tar.gz", hash = "sha256:0e7c33d9a63e7ddfcb86780aac87befc2fbddf46c58dbb487e0855f7ceec283c"},
 ]
 virtualenv = [
-    {file = "virtualenv-20.10.0-py2.py3-none-any.whl", hash = "sha256:4b02e52a624336eece99c96e3ab7111f469c24ba226a53ec474e8e787b365814"},
-    {file = "virtualenv-20.10.0.tar.gz", hash = "sha256:576d05b46eace16a9c348085f7d0dc8ef28713a2cabaa1cf0aea41e8f12c9218"},
-]
-wcwidth = [
-    {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
-    {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
+    {file = "virtualenv-20.13.0-py2.py3-none-any.whl", hash = "sha256:339f16c4a86b44240ba7223d0f93a7887c3ca04b5f9c8129da7958447d079b09"},
+    {file = "virtualenv-20.13.0.tar.gz", hash = "sha256:d8458cf8d59d0ea495ad9b34c2599487f8a7772d796f9910858376d1600dd2dd"},
 ]
 webencodings = [
     {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
@@ -2960,10 +2359,6 @@ werkzeug = [
     {file = "Werkzeug-2.0.2-py3-none-any.whl", hash = "sha256:63d3dc1cf60e7b7e35e97fa9861f7397283b75d765afcaefd993d6046899de8f"},
     {file = "Werkzeug-2.0.2.tar.gz", hash = "sha256:aa2bb6fc8dee8d6c504c0ac1e7f5f7dc5810a9903e793b6f715a9f015bdadb9a"},
 ]
-widgetsnbextension = [
-    {file = "widgetsnbextension-3.5.2-py2.py3-none-any.whl", hash = "sha256:763a9fdc836d141fa080005a886d63f66f73d56dba1fb5961afc239c77708569"},
-    {file = "widgetsnbextension-3.5.2.tar.gz", hash = "sha256:e0731a60ba540cd19bbbefe771a9076dcd2dde90713a8f87f27f53f2d1db7727"},
-]
 yarl = [
     {file = "yarl-1.7.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f2a8508f7350512434e41065684076f640ecce176d262a7d54f0da41d99c5a95"},
     {file = "yarl-1.7.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:da6df107b9ccfe52d3a48165e48d72db0eca3e3029b5b8cb4fe6ee3cb870ba8b"},
@@ -3039,6 +2434,6 @@ yarl = [
     {file = "yarl-1.7.2.tar.gz", hash = "sha256:45399b46d60c253327a460e99856752009fcee5f5d3c80b2f7c0cae1c38d56dd"},
 ]
 zipp = [
-    {file = "zipp-3.6.0-py3-none-any.whl", hash = "sha256:9fe5ea21568a0a70e50f273397638d39b03353731e6cbbb3fd8502a33fec40bc"},
-    {file = "zipp-3.6.0.tar.gz", hash = "sha256:71c644c5369f4a6e07636f0aa966270449561fcea2e3d6747b8d23efaa9d7832"},
+    {file = "zipp-3.7.0-py3-none-any.whl", hash = "sha256:b47250dd24f92b7dd6a0a8fc5244da14608f3ca90a5efcd37a3b1642fac9a375"},
+    {file = "zipp-3.7.0.tar.gz", hash = "sha256:9f50f446828eb9d45b267433fd3e9da8d801f614129124863f9c51ebceafb87d"},
 ]

From ba6b2dff271767723a5d4908953283752c8fb2a8 Mon Sep 17 00:00:00 2001
From: Kevin Lane <lane.kevin.a@gmail.com>
Date: Fri, 25 Feb 2022 20:21:17 -0800
Subject: [PATCH 14/20] Run nbconvert through jupyter

---
 scripts/tutorials.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/scripts/tutorials.sh b/scripts/tutorials.sh
index d215674b..04058aee 100644
--- a/scripts/tutorials.sh
+++ b/scripts/tutorials.sh
@@ -4,7 +4,7 @@
 for i in $(find ./examples -name '*.ipynb'); do
 
     # Converting notebook to markdown
-    poetry run nbconvert --to markdown $i
+    poetry run jupyter nbconvert --to markdown $i
 
     # Removing ipynb extension from file path
     modified=${i::-6}

From 84d71ad2c9675aaae3a3fe696878f9ee7a4005e4 Mon Sep 17 00:00:00 2001
From: Kevin Lane <lane.kevin.a@gmail.com>
Date: Sat, 26 Feb 2022 09:55:16 -0800
Subject: [PATCH 15/20] Fix pre-commit issue

---
 website/sidebarsTutorials.js | 52 ++++++++++++++++++------------------
 1 file changed, 26 insertions(+), 26 deletions(-)

diff --git a/website/sidebarsTutorials.js b/website/sidebarsTutorials.js
index 01ac8a1e..e30da0fa 100644
--- a/website/sidebarsTutorials.js
+++ b/website/sidebarsTutorials.js
@@ -1,26 +1,26 @@
-/**
- * Creating a sidebar enables you to:
- - create an ordered group of docs
- - render a sidebar for each doc of that group
- - provide next/previous navigation
-
- The sidebars can be generated from the filesystem, or explicitly defined here.
-
- Create as many sidebars as you want.
- */
-
- module.exports = {
-    // By default, Docusaurus generates a sidebar from the docs folder structure
-    tutorialSidebar: [{ type: 'autogenerated', dirName: '.' }],
-
-    // But you can create a sidebar manually
-    /*
-    tutorialSidebar: [
-      {
-        type: 'category',
-        label: 'Tutorial',
-        items: ['hello'],
-      },
-    ],
-     */
-  }
+/**
+ * Creating a sidebar enables you to:
+ - create an ordered group of docs
+ - render a sidebar for each doc of that group
+ - provide next/previous navigation
+
+ The sidebars can be generated from the filesystem, or explicitly defined here.
+
+ Create as many sidebars as you want.
+ */
+
+module.exports = {
+  // By default, Docusaurus generates a sidebar from the docs folder structure
+  tutorialSidebar: [{ type: 'autogenerated', dirName: '.' }],
+
+  // But you can create a sidebar manually
+  /*
+  tutorialSidebar: [
+    {
+      type: 'category',
+      label: 'Tutorial',
+      items: ['hello'],
+    },
+  ],
+   */
+}

From 88eeb364c8b737dd7f2001a908ccc2b096d91fb1 Mon Sep 17 00:00:00 2001
From: Kevin Lane <lane.kevin.a@gmail.com>
Date: Sat, 26 Feb 2022 09:56:17 -0800
Subject: [PATCH 16/20] Add space between docs workflow blocks

---
 .github/workflows/docs.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 223478f3..6a38e743 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -42,6 +42,7 @@ jobs:
         run: |
           chmod +x scripts/tutorials.sh
           bash scripts/tutorials.sh
+
       - name: Build Docusaurus website
         run: |
           cd website

From 23fddb37d647dabe7578cfd0b753567d73aaef2b Mon Sep 17 00:00:00 2001
From: Kevin Lane <lane.kevin.a@gmail.com>
Date: Sat, 26 Feb 2022 10:00:31 -0800
Subject: [PATCH 17/20] Rename Seq2Seq notebook

---
 ...c dataset (GPU Tesla T4, Train 25mins).ipynb => seq2seq.ipynb} | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename examples/seq2seq/{End2end pipeline with traffic dataset (GPU Tesla T4, Train 25mins).ipynb => seq2seq.ipynb} (100%)

diff --git a/examples/seq2seq/End2end pipeline with traffic dataset (GPU Tesla T4, Train 25mins).ipynb b/examples/seq2seq/seq2seq.ipynb
similarity index 100%
rename from examples/seq2seq/End2end pipeline with traffic dataset (GPU Tesla T4, Train 25mins).ipynb
rename to examples/seq2seq/seq2seq.ipynb

From e32d07a52b699227a5d63583c28d515efc2b9238 Mon Sep 17 00:00:00 2001
From: Kevin Lane <lane.kevin.a@gmail.com>
Date: Sat, 26 Feb 2022 10:24:09 -0800
Subject: [PATCH 18/20] Add space in comment

---
 scripts/tutorials.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/scripts/tutorials.sh b/scripts/tutorials.sh
index 04058aee..f2078231 100644
--- a/scripts/tutorials.sh
+++ b/scripts/tutorials.sh
@@ -21,7 +21,7 @@ for i in $(find ./examples -name '*.ipynb'); do
     # Fixes images path
     sed -i "s/$out/\/img/g" "$modified.md"
 
-    #Moves images into static folder of website
+    # Moves images into static folder of website
     mv $files/* website/static/img
 
     # Moves Markdown file into tutorial folder

From ba84470435eb9b9f798374897d3e34d11a5bb2b8 Mon Sep 17 00:00:00 2001
From: Kevin Lane <lane.kevin.a@gmail.com>
Date: Sat, 26 Feb 2022 10:24:32 -0800
Subject: [PATCH 19/20] Capitalize library name

---
 website/tutorials/intro.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/website/tutorials/intro.md b/website/tutorials/intro.md
index 7b501244..9f47ddd5 100644
--- a/website/tutorials/intro.md
+++ b/website/tutorials/intro.md
@@ -4,4 +4,4 @@ title: TorchTS Tutorials
 slug: /
 ---
 
-TorchTs Tutorials
+TorchTS Tutorials

From 67dd3b3bf98a0a12380f4fb86a8bddfe266d05ff Mon Sep 17 00:00:00 2001
From: Kevin Lane <lane.kevin.a@gmail.com>
Date: Sat, 26 Feb 2022 10:27:49 -0800
Subject: [PATCH 20/20] Remove chmod call in docs workflow

---
 .github/workflows/docs.yml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 6a38e743..3100b585 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -40,7 +40,6 @@ jobs:
 
       - name: Build Tutorials
         run: |
-          chmod +x scripts/tutorials.sh
           bash scripts/tutorials.sh
 
       - name: Build Docusaurus website