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This is a collection of simple PyTorch implementations of neural networks and related algorithms.

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PyTorch Implementations

This is a collection of simple PyTorch implementations of neural networks and related algorithms.

Implementations

☘️ Normalization Layers

  • Batch Normalization
  • Layer Normalization
  • Instance Normalization
  • Group Normalization
  • Weight Standardization

☘️ Diffusion models

  • Denoising Diffusion Probabilistic Models (DDPM)

☘️ LSTM

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This is a collection of simple PyTorch implementations of neural networks and related algorithms.

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