smol

Smol - A Deep Learning Library

Description

A pure python deep learning library built entirely on numpy package and code as smol (small :P) as possible.

Features

Layers

• [x] FC - Fully Connected Layer
• [ ] Convolution Layer

Activations

• [x] ReLU
• [x] Sigmoid
• [x] Softmax

Learners

• [x] SGD - Stochastic Gradient Descent
• [ ] Adam

Losses

• [x] BCELoss - Binary CrossEntropy Loss
• [x] MSELoss - Mean Squared Error
• [ ] NLLLoss - Negative Log Likelihood

Models

• [x] Sequential