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Le - Machine Learning Framework.

License Platforms Interfaces

Le is Machine Learning Framework designed so that programs using it will be easy to read. Library is written in pure C but in object-oriented way. Bindings to other languages are provided so Le can be used by C++, Rust and Python programs.

Le is now under heavy development. Please come back soon.

At this moment following ML models are implemented:

  • Polynomial Regression.
  • Support Vector Machines (SVM).
  • Sequential Feed-forward Neural Network (Multiple Layer Perceptron, MLP).
  • k-Nearest Neighbors Algorithm (k-NN).

Optimization algorithms supported:

  • Batch Gradient Descent (BGD).
  • Stochastic Gradient Descent (SGD) with momentum.
  • Sequential Minimal Optimization (SMO).

Supported backends:

  • NVIDIA CUDA.
  • Apple Metal.

Installation

Examples

Tools

License

Copyright © 2017 Kyrylo Polezhaiev. All rights reserved.

Le is released under the MIT License.