gngdb

pytorch-minimize

Use scipy.optimize.minimize as a PyTorch Optimizer.

pytorch-cifar-sgdr

SGDR with pytorch on CIFAR-10 (now superseded by official PyTorch CosineAnnealingLR)

pytorch-pca

Minimal implementation of PCA in PyTorch, tested against scikit-learn's implementation

nvidia-docker-ec2

Scripts for running nvidia-docker on Amazon EC2.

smplx

SMPL-X

relational

Minimal torch/numpy relational function using einops.

human_body_prior

VPoser: Variational Human Pose Prior

profane

Not sacred

llamass

LLAMASS is an arbitrary collection of tools I've put together to deal with motion data

aistplusplus_api

API to support AIST++ Dataset: https://google.github.io/aistplusplus_dataset

annotated-s4

Implementation of https://srush.github.io/annotated-s4

cards

Some cards with deep learning tips

clip-collapse

Experiment using CLIP's text model to collapse tokens into embeddings to use as pseudo-tokens

dataflow

Efficient Data Loading Pipeline in Pure Python

dear-github-2.0

📨 An open letter to GitHub from the maintainers of open source projects

dotfiles

forked from @holman does dotfiles

gaitplotlib

Render sequences of poses.

GNGDB

The Gender Neutral Greeting Database

gngdb.github.io

Personal github page.

makemore

The most accessible way of tinkering with a GPT - one hackable script

mc_gradients

MCTS

A simple package to allow users to run Monte Carlo Tree Search on any perfect information domain

minGPT

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

minMLP

Experiment with a causal MLP for fun, doesn't work very well

pytorch-openpose

pytorch implementation of openpose including Hand and Body Pose Estimation.

ROMP

ROMP: Monocular, One-stage, Regression of Multiple 3D People

scholar.hasfailed.us

Google Scholar is a trans-exclusionary site. Don't use it. Help us demand change.

test_nbdev

tweets

janky twitter replacement.

x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers