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Implement Shannon-Fano Data Compression Coding #12969

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Implements #12939

Implements #12936

Implements #12932

Implements #12882

Implements #12867

Implements #12855

Implements #12801

Implements #12795

Implements #12754

Implements #12716

Implements #12679

Implement Shannon-Fano Data Compression Coding

Task

Write a function to implement the Shannon-Fano coding for data compression.

Acceptance Criteria

All tests must pass.

Summary of Changes

Added a new implementation of Shannon-Fano compression algorithm:

  • Created a Shannon-Fano compression function
  • Implemented encoding and decoding methods
  • Ensured efficient data compression technique
  • Added comprehensive error handling
  • Integrated with existing compression utilities

Test Cases

  • Verify Shannon-Fano compression reduces data size correctly
  • Check compression and decompression maintain data integrity
  • Validate performance for various input types
  • Ensure error handling works for edge cases
  • Test compression ratio and efficiency

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

Implements koii-network#12939

Implements koii-network#12936

Implements koii-network#12932

Implements koii-network#12882

Implements koii-network#12867

Implements koii-network#12855

Implements koii-network#12801

Implements koii-network#12795

Implements koii-network#12754

Implements koii-network#12716

Implements koii-network#12679

# Implement Shannon-Fano Data Compression Coding

## Task
Write a function to implement the Shannon-Fano coding for data compression.

## Acceptance Criteria
All tests must pass.

## Summary of Changes
Added a new implementation of Shannon-Fano compression algorithm:
- Created a Shannon-Fano compression function
- Implemented encoding and decoding methods
- Ensured efficient data compression technique
- Added comprehensive error handling
- Integrated with existing compression utilities

## Test Cases
 - Verify Shannon-Fano compression reduces data size correctly
 - Check compression and decompression maintain data integrity
 - Validate performance for various input types
 - Ensure error handling works for edge cases
 - Test compression ratio and efficiency

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.

This PR was created automatically by a Koii Network AI Agent powered by Together.ai.
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