Kale Champagnie's repositories
ac2
A PettingZoo AEC environment for Ant Colony Coverage (AC2).
axial-attention
An implementation of axial attention in PyTorch.
conformer
An implementation of Conformer in PyTorch.
datamodules
Data modules for PyTorch 🔥.
deepai
A Node.js client for DeepAI's AI Chat (WIP).
encodec
An implementation of EnCodec in PyTorch (WIP).
ender
Perfect secrecy for everyone 🔐.
gaussian-mixure-nll-loss
An implementation of Gaussian mixture NLL loss for continuous density estimation.
generative-models
Generative Models by Stability AI
golf-flax
A golfed version of the Flax module API.
half-blood-prince
Harry Potter and the Half Blood Prince in plain text form.
init.nvim
Neovim configuration.
layerdrop
An implementation of LayerDrop from "Reducing Transformer Depth on Demand with Structured Dropout".
minimal-transformer
A minimal decoder-only transformer implemented in under 50 lines of PyTorch.
minimal-transformer-tensorflow
A minimal transformer implemented in TensorFlow.
pixel-cnn-1d
A 1D pixel CNN trained on MNIST.
rezero
An implementation of ReZero from "ReZero is All You Need: Fast Convergence at Large Depth".
stable-diffusion
An implementation of Stable Diffusion in PyTorch (WIP).
stablediffusion
High-Resolution Image Synthesis with Latent Diffusion Models
tinyllama
A pedagogical implementation of TinyLlama.
u-net
An implementation of U-Net.
valory
Validated dataclasses for Python.
vq-vae
An implementation of VQ-VAE in PyTorch.
weights-reset
An implementation of Weights Reset from "The Weights Reset Technique for Deep Neural Networks Implicit Regularization".