Solom's Machine Learning Library

This library creates both a CNN and NN from scratch with the only dependency being numpy. All in a single python file!

This library is how I learned ML.

Outperforms TensorFlow and PyTorch when attempting the same problem.

Features

• Supported activation functions
  • ReLU
  • Leaky ReLU
  • Sigmoid
  • tanh
• Supported Loss functions
  • Hinge
  • Cross Entropy
• Supported regularization functions
  • L1
  • L2
• Batching and vectorization
• Adam optimizer
• Dropout