Here's a list of top 100 deep learning Github trending repositories sorted by the number of stars gained on a specific day. The query that has been used with Github search API is:
deep-learning OR CNN OR RNN OR "convolutional neural network" OR "recurrent neural network"
Repositories with 50000 stars or more are excluded.
Top deep learning Github repositories can be found here.
Date: 04-29-2018 compared to 04-25-2018
Hint: This will be updated regularly.
| Pos1 | Name | Description | Language | Stars Today | Total Stars | |
|---|---|---|---|---|---|---|
| 🆕 | 1 | gluon-cv | Gluon CV Toolkit | Python | 51 | 385 |
| ⬆️3 | 2 | pytorch | Tensors and Dynamic neural networks in Python with strong GPU acceleration | C++ | 44 | 14630 |
| ⬇️2 | 3 | tfjs | A WebGL accelerated, browser based JavaScript library for training and deploying ML models. | JavaScript | 42 | 6518 |
| 🆕 | 4 | pytorch-summary | Model summary in PyTorch similar to model.summary() in Keras |
Python | 39 | 287 |
| ⬇️1 | 5 | opencv | Open Source Computer Vision Library | C++ | 28 | 24182 |
| ⬇️3 | 6 | keras | Deep Learning for humans | Python | 24 | 28810 |
| ⬆️2 | 7 | deeplearningbook-chinese | Deep Learning Book Chinese Translation | TeX | 23 | 17402 |
| ⬇️2 | 8 | TensorFlow-Examples | TensorFlow Tutorial and Examples for Beginners with Latest APIs | Jupyter Notebook | 22 | 21926 |
| ⬆️9 | 9 | Detectron | FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. | Python | 20 | 13718 |
| ⬆️60 | 10 | Tensorflow-Project-Template | A best practice for tensorflow project template architecture. | Python | 17 | 1918 |
| ⬇️4 | 11 | Mask_RCNN | Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow | Python | 15 | 5393 |
| ⬆️21 | 12 | awesome-nlp | 📖 A curated list of resources dedicated to Natural Language Processing (NLP) | None | 13 | 5433 |
| ⬆️44 | 13 | Augmentor | Image augmentation library in Python for machine learning. | Python | 12 | 1740 |
| ⬆️18 | 14 | ML-From-Scratch | Machine Learning From Scratch. Bare bones Python implementations of Machine Learning models and algorithms with a focus on transparency and accessibility. Aims to cover everything from Data Mining to Deep Learning. | Python | 12 | 8173 |
| ⬇️2 | 15 | fastai | The fast.ai deep learning library, lessons, and tutorials | Jupyter Notebook | 11 | 4252 |
| ⬆️79 | 16 | lectures | Oxford Deep NLP 2017 course | None | 11 | 11736 |
| 🆕 | 17 | mit-deep-learning-book-pdf | MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville | Java | 11 | 2629 |
| ⬇️10 | 18 | Deep-Learning-21-Examples | 《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码 | Python | 11 | 1394 |
| ⬇️9 | 19 | darknet | Convolutional Neural Networks | C | 11 | 7453 |
| ⬇️9 | 20 | stanford-tensorflow-tutorials | This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research. | Python | 10 | 6104 |
| ⬆️7 | 21 | labelImg | 🤘 LabelImg is a graphical image annotation tool and label object bounding boxes in images | Python | 10 | 3147 |
| ⬆️29 | 22 | DeepSpeech | A TensorFlow implementation of Baidu's DeepSpeech architecture | C++ | 10 | 6518 |
| ⬆️35 | 23 | awesome-datascience | 📝 An awesome Data Science repository to learn and apply for real world problems. | None | 10 | 7749 |
| ⬇️1 | 24 | handson-ml | A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow. | Jupyter Notebook | 10 | 7074 |
| ⬆️34 | 25 | spaCy | 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython | Python | 10 | 9065 |
| 🆕 | 26 | Repo-2017 | Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano | Python | 10 | 408 |
| ➖ | 27 | machine-learning-for-software-engineers | A complete daily plan for studying to become a machine learning engineer. | None | 10 | 18683 |
| ⬆️37 | 28 | ncnn | ncnn is a high-performance neural network inference framework optimized for the mobile platform | C++ | 9 | 3740 |
| 🆕 | 29 | turicreate | Turi Create simplifies the development of custom machine learning models. | C++ | 9 | 6416 |
| 🆕 | 30 | HyperLPR | 基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework. | C++ | 9 | 665 |
| ⬆️35 | 31 | onnx | Open Neural Network Exchange | PureBasic | 9 | 3233 |
| ⬆️24 | 32 | CNTK | Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit | C++ | 8 | 14321 |
| ⬆️10 | 33 | awesome-deep-vision | A curated list of deep learning resources for computer vision | None | 8 | 6545 |
| ⬇️18 | 34 | sketch-code | Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images. | Python | 8 | 1317 |
| ⬆️6 | 35 | Deep-Learning-Papers-Reading-Roadmap | Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech! | Python | 8 | 16966 |
| ⬇️11 | 36 | ml-agents | Unity Machine Learning Agents | C# | 8 | 2843 |
| ⬆️54 | 37 | deeplearning4j | Deep Learning for Java, Scala & Clojure on Hadoop & Spark With GPUs - From Skymind | Java | 8 | 8790 |
| ⬇️12 | 38 | awesome-deep-learning | A curated list of awesome Deep Learning tutorials, projects and communities. | None | 8 | 8653 |
| ⬆️22 | 39 | ray | A high-performance distributed execution engine | Python | 8 | 3177 |
| 🆕 | 40 | cheatsheets-ai | Essential Cheat Sheets for deep learning and machine learning researchers | None | 7 | 9403 |
| ⬇️3 | 41 | imgaug | Image augmentation for machine learning experiments. | Python | 7 | 2575 |
| ⬇️28 | 42 | facenet | Face recognition using Tensorflow | Python | 7 | 4237 |
| 🆕 | 43 | horovod | Distributed training framework for TensorFlow. | C++ | 7 | 1989 |
| 🆕 | 44 | machine-learning-mindmap | A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning. | None | 7 | 3320 |
| 🆕 | 45 | text-classification-cnn-rnn | CNN-RNN中文文本分类，基于tensorflow | Python | 7 | 591 |
| ⬇️34 | 46 | pytorch-tutorial | PyTorch Tutorial for Deep Learning Researchers | Python | 7 | 5524 |
| ➖ | 47 | pytorch-book | PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation | Jupyter Notebook | 7 | 1041 |
| ⬆️41 | 48 | Machine-Learning-Tutorials | machine learning and deep learning tutorials, articles and other resources | None | 7 | 7221 |
| ⬇️5 | 49 | conv_arithmetic | A technical report on convolution arithmetic in the context of deep learning | TeX | 7 | 3598 |
| ⬇️2 | 50 | textgenrnn | Python module to easily generate text using a pretrained character-based recurrent neural network. | Python | 6 | 545 |
| 🆕 | 51 | Tensorflow-Tutorial | Some interesting TensorFlow tutorials for beginners. | Jupyter Notebook | 6 | 341 |
| 🆕 | 52 | keras-yolo2 | Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows). | Jupyter Notebook | 6 | 669 |
| ⬇️17 | 53 | pytorch-CycleGAN-and-pix2pix | Image-to-image translation in PyTorch (e.g. horse2zebra, edges2cats, and more) | Python | 6 | 3890 |
| 🆕 | 54 | Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials | A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀) | Python | 6 | 786 |
| ⬆️29 | 55 | luminoth | Deep Learning toolkit for Computer Vision | Python | 6 | 1499 |
| ⬇️37 | 56 | MMdnn | MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch and CoreML. | Python | 6 | 1401 |
| ⬆️29 | 57 | pix2code | pix2code: Generating Code from a Graphical User Interface Screenshot | Python | 6 | 9020 |
| ⬇️29 | 58 | dlib | A toolkit for making real world machine learning and data analysis applications in C++ | C++ | 6 | 4769 |
| ⬆️3 | 59 | incubator-mxnet | Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more | Python | 6 | 13806 |
| 🆕 | 60 | opencv4nodejs | Asynchronous OpenCV 3.x nodejs bindings with JavaScript and TypeScript API, with examples for: Face Detection, Machine Learning, Deep Neural Nets, Hand Gesture Recognition, Object Tracking, Feature Matching, Image Histogram | C++ | 5 | 1317 |
| 🆕 | 61 | labelme | Image Polygonal Annotation with Python. | Python | 5 | 604 |
| 🆕 | 62 | gluon-tutorials-zh | 通过 MXNet / Gluon 来动手学习深度学习 | Python | 5 | 2304 |
| 🆕 | 63 | DeepQA | My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot | Python | 5 | 1760 |
| 🆕 | 64 | face_classification | Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV. | Python | 5 | 2620 |
| ⬇️48 | 65 | probability | Probabilistic reasoning and statistical analysis in TensorFlow | Jupyter Notebook | 5 | 506 |
| 🆕 | 66 | vrn | 👨 Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression" | Shell | 5 | 2863 |
| ⬆️18 | 67 | ssd.pytorch | A PyTorch Implementation of Single Shot MultiBox Detector | Python | 5 | 785 |
| 🆕 | 68 | crnn | Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition. | Lua | 5 | 764 |
| 🆕 | 69 | face-alignment | 🔥 2D and 3D Face alignment library build using pytorch | Python | 5 | 1539 |
| ⬆️6 | 70 | awesome-project-ideas | Curated list of Machine Learning, NLP, Vision Project Ideas | None | 5 | 639 |
| ⬆️16 | 71 | MachineLearning | Machine learning resources | None | 5 | 935 |
| 🆕 | 72 | MAgent | A Platform for Many-agent Reinforcement Learning | Python | 5 | 651 |
| ⬇️9 | 73 | Qix | Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang | None | 5 | 11028 |
| ⬇️35 | 74 | openface | Face recognition with deep neural networks. | Lua | 5 | 9754 |
| ⬆️13 | 75 | fast-style-transfer | TensorFlow CNN for fast style transfer! ⚡🖥🎨🖼 | Python | 5 | 5909 |
| ⬇️21 | 76 | Paddle | PArallel Distributed Deep LEarning | C++ | 5 | 6814 |
| ⬇️8 | 77 | caffe2 | Caffe2 is a lightweight, modular, and scalable deep learning framework. | C++ | 5 | 7845 |
| ⬇️36 | 78 | data-science-ipython-notebooks | Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. | Python | 5 | 12403 |
| ⬇️64 | 79 | caffe | Caffe: a fast open framework for deep learning. | C++ | 5 | 23917 |
| 🆕 | 80 | deepo | A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment. | Python | 5 | 3755 |
| ⬇️31 | 81 | MTCNN_face_detection_alignment | Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks | Matlab | 4 | 1020 |
| 🆕 | 82 | MLAlgorithms | Minimal and clean examples of machine learning algorithms | Python | 4 | 6678 |
| ⬇️53 | 83 | text_classification | all kinds of text classificaiton models and more with deep learning | Python | 4 | 1833 |
| 🆕 | 84 | zi2zi | Learning Chinese Character style with conditional GAN | Python | 4 | 925 |
| ⬇️65 | 85 | tfjs-core | WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript. | TypeScript | 4 | 7399 |
| 🆕 | 86 | gorgonia | Gorgonia is a library that helps facilitate machine learning in Go. | Go | 4 | 1827 |
| 🆕 | 87 | DeepReinforcementLearning | A replica of the AlphaZero methodology for deep reinforcement learning in Python | Jupyter Notebook | 4 | 1001 |
| ⬇️7 | 88 | OpenNMT-py | Open Source Neural Machine Translation in PyTorch | Python | 4 | 1292 |
| 🆕 | 89 | carla | Open-source simulator for autonomous driving research. | C++ | 4 | 1173 |
| 🆕 | 90 | attention-is-all-you-need-pytorch | A PyTorch implementation of the Transformer model in "Attention is All You Need". | Python | 4 | 890 |
| ⬇️39 | 91 | FastPhotoStyle | Style transfer, deep learning, feature transform | Python | 4 | 8117 |
| ⬇️38 | 92 | awesome-deep-learning-papers | The most cited deep learning papers | TeX | 4 | 14571 |
| 🆕 | 93 | keras-rl | Deep Reinforcement Learning for Keras. | Python | 4 | 2494 |
| 🆕 | 94 | mxnet-the-straight-dope | An interactive book on deep learning. Much easy, so MXNet. Wow. | Jupyter Notebook | 4 | 1776 |
| ⬇️27 | 95 | tflearn | Deep learning library featuring a higher-level API for TensorFlow. | Python | 4 | 7975 |
| ⬆️4 | 96 | tf-pose-estimation | Deep Pose Estimation implemented using Tensorflow with Custom Architecture for fast inference. | PureBasic | 4 | 747 |
| 🆕 | 97 | Practical_RL | A course in reinforcement learning in the wild | Jupyter Notebook | 4 | 1872 |
| 🆕 | 98 | VisualDL | A platform to visualize the deep learning process. | JavaScript | 4 | 1514 |
| 🆕 | 99 | Tensorflow-Tutorial | Tensorflow tutorial from basic to hard | Python | 4 | 1516 |
| 🆕 | 100 | awesome-artificial-intelligence | A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers | None | 4 | 3684 |