Implementation of Denoising Diffusion Probabilistic Model in Pytorch
Repositories
lucidrains repositories
Implementation of Differentiable Sign-Distance Function Rendering - in Pytorch
Implementation of Diffusion Policy, Toyota Research's supposed breakthrough in leveraging DDPMs for learning policies for real-world Robotics
Implementation and explorations into DiscoRL, Discovering state-of-the-art reinforcement learning algorithms, David Silver's last work at Deepmind
Embedding and readout for simple multi-categorical and gaussian continuous
Exploration into Discrete Distribution Network, by Lei Yang out of Beijing
Implementation of Discrete Key / Value Bottleneck, in Pytorch
Implementation of the retriever distillation procedure as outlined in the paper "Distilling Knowledge from Reader to Retriever"
Implementation and explorations into MPO / DMPO
Implementation of Dreamcraft3D, 3D content generation in Pytorch
Implementation of Danijar's latest iteration for his Dreamer line of work
DeepSeek 4 Flash local inference engine for Metal and CUDA
Implementation of E2-TTS, "Embarrassingly Easy Fully Non-Autoregressive Zero-Shot TTS", in Pytorch
Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
Implementation of some personal helper functions for Einops, my most favorite tensor manipulation library ❤️
A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch
A simple way to keep track of an Exponential Moving Average (EMA) version of your Pytorch model
Implementation of Enformer, Deepmind's attention network for predicting gene expression, in Pytorch
The full training script for Enformer - Tensorflow Sonnet