awaelchli

pytorch-lightning-snippets

A collection of code snippets for my PyTorch Lightning projects

lightning-examples

PyTorch examples powered by Lightning

multi-node-examples

Examples for Training Multi-Node with PyTorch and PyTorch Lightning

pytorch_geometric

Graph Neural Network Library for PyTorch

ansible

Personal Ansible Configuration for Desktop and Server

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

stylegan2-pytorch-lightning

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorchLightning

pytorch-demo

Future Talk 2019: Monitoring and Debugging Deep Neural Networks in PyTorch

dotfiles

openfold

Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

profile-image

The code for my profile image

animations

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

easy-gpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

hyena-dna

Official implementation for HyenaDNA, a long-range genomic foundation model built with Hyena

lightning-pose

Accelerated pose estimation and tracking using semi-supervised convolutional networks.

lightning-quick-start

neuronx-nemo-megatron

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch-lightning-conference-seed

Pytorch Lightning code guideline for conferences

torch-optical-flow

Optical Flow Toolbox for Deep Learning

ARFlow

The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".

engineering-class

Lightning Bits: Engineering for Researchers repo

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

lightning-feedstock

A conda-smithy repository for lightning.

metrics

Machine learning metrics for distributed, scalable PyTorch applications.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-forecasting

Time series forecasting with PyTorch

website

Personal Website with Wagtail CMS

win-symlink