Pinned Repositories
deficient-efficient
Successfully training approximations to full-rank matrices for efficiency in deep learning.
sequential-imagenet-dataloader
A plug-in replacement for DataLoader to load Imagenet disk-sequentially in PyTorch.
adaptive-standout
Replication of the paper "Adaptive dropout for training deep neural networks" using Lasagne.
nvidia-docker-ec2
Scripts for running nvidia-docker on Amazon EC2.
pytorch-cifar-sgdr
SGDR with pytorch on CIFAR-10 (now superseded by official PyTorch CosineAnnealingLR)
pytorch-minimize
Use scipy.optimize.minimize as a PyTorch Optimizer.
pytorch-pca
Minimal implementation of PCA in PyTorch, tested against scikit-learn's implementation
relational
Minimal torch/numpy relational function using einops.
variational-dropout
Replication of the paper "Variational Dropout and the Local Reparameterization Trick" using Lasagne.
gngdb's Repositories
gngdb/pytorch-minimize
Use scipy.optimize.minimize as a PyTorch Optimizer.
gngdb/pytorch-cifar-sgdr
SGDR with pytorch on CIFAR-10 (now superseded by official PyTorch CosineAnnealingLR)
gngdb/pytorch-pca
Minimal implementation of PCA in PyTorch, tested against scikit-learn's implementation
gngdb/nvidia-docker-ec2
Scripts for running nvidia-docker on Amazon EC2.
gngdb/smplx
SMPL-X
gngdb/relational
Minimal torch/numpy relational function using einops.
gngdb/human_body_prior
VPoser: Variational Human Pose Prior
gngdb/llamass
LLAMASS is an arbitrary collection of tools I've put together to deal with motion data
gngdb/aistplusplus_api
API to support AIST++ Dataset: https://google.github.io/aistplusplus_dataset
gngdb/annotated-s4
Implementation of https://srush.github.io/annotated-s4
gngdb/cards
Some cards with deep learning tips
gngdb/cifar10-fast
gngdb/clip-collapse
Experiment using CLIP's text model to collapse tokens into embeddings to use as pseudo-tokens
gngdb/dataflow
Efficient Data Loading Pipeline in Pure Python
gngdb/dear-github-2.0
📨 An open letter to GitHub from the maintainers of open source projects
gngdb/dotfiles
forked from @holman does dotfiles
gngdb/gaitplotlib
Render sequences of poses.
gngdb/GNGDB
The Gender Neutral Greeting Database
gngdb/gngdb.github.io
Personal github page.
gngdb/makemore
The most accessible way of tinkering with a GPT - one hackable script
gngdb/mc_gradients
gngdb/MCTS
A simple package to allow users to run Monte Carlo Tree Search on any perfect information domain
gngdb/minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
gngdb/minMLP
Experiment with a causal MLP for fun, doesn't work very well
gngdb/pytorch-openpose
pytorch implementation of openpose including Hand and Body Pose Estimation.
gngdb/ROMP
ROMP: Monocular, One-stage, Regression of Multiple 3D People
gngdb/scholar.hasfailed.us
Google Scholar is a trans-exclusionary site. Don't use it. Help us demand change.
gngdb/test_nbdev
gngdb/tweets
janky twitter replacement.
gngdb/x-transformers
A simple but complete full-attention transformer with a set of promising experimental features from various papers