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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

  • FC - Fully Connected Layer
  • Convolution Layer

Activations

  • ReLU
  • Sigmoid
  • Softmax

Learners

  • SGD - Stochastic Gradient Descent
  • Adam

Losses

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

Models

  • Sequential

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Smol - A Deep Learning Library

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