/alphaplate-dl

Implementing Deep Learning from Scratch with First Principles

Primary LanguagePython

Overview

  • Implementation of vanilla neural network and convulational neural network.
  • Modular by design created as a basic variant of pytorch.
  • numpy is used for faster matrix multiplication.
  • scikit-learn is only used for datasets retrieval and preprocessing.