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Releases: jaywyawhare/C-ML

v0.0.1

20 Mar 17:39
@jaywyawhare jaywyawhare
v0.0.1
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v0.0.1 Pre-release
Pre-release

C-ML v0.0.1-pre Release

We're excited to announce the first pre-release of C-ML, version 0.0.1-pre! This release marks a significant milestone in the development of our lightweight machine learning library in C. While still in its early stages, this version provides a foundation for building and experimenting with neural network components.

What's Included

This pre-release includes the following core modules:

  • Layers:
    • Dense
    • Dropout
  • Activations:
    • ReLU
    • Sigmoid
    • Tanh
    • Softmax
    • ELU
    • Leaky ReLU
    • Linear
  • Loss Functions:
    • Mean Squared Error
    • Binary Cross-Entropy
    • Focal Loss
    • Mean Absolute Error
    • Mean Absolute Percentage Error
    • Root Mean Squared Error
    • Reduce Mean
  • Optimizers:
    • SGD
    • Adam
    • RMSprop
  • Preprocessing:
    • Label Encoding
    • One-Hot Encoding
    • Standard Scaler
    • Min-Max Scaler
  • Regularizers:
    • L1
    • L2
    • Combined L1-L2

Important Notes

  • This is a pre-release, so expect potential bugs and incomplete features.
  • Your feedback is highly appreciated to guide further development!

Changes Since Initial Commit

  • Workflow Added: CI workflow added for automated testing and deployment.
  • MkDocs Support: Integrated MkDocs for documentation generation and deployment.
  • Documentation: Added comprehensive documentation for all modules.
  • Testing: Added unit tests for all modules to ensure code correctness and robustness.
  • Makefile: Streamlined the build process with automated source directory inclusion.
  • Licensing: Added the "Don't Be a Jerk" Non-Commercial Care-Free License (DBaJ-NC-CFL).
  • Example Usage: Provided a basic example in main.c to demonstrate library usage.
  • Code Refactoring: Improved code structure and readability.
  • Bug Fixes: Patched minor bugs and memory allocation issues.
  • Spelling and Comment Updates: Fixed spelling mistakes and removed unnecessary comments.
  • Logo Added: Added a logo to the project.
  • Header File Migration: Migrated from a single header file to separate header files for better organization.
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