yngtodd

pyinstrument

🚴 Call stack profiler for Python. Shows you why your code is slow!

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

viztracer

VizTracer is a low-overhead logging/debugging/profiling tool that can trace and visualize your python code execution.

harvester

Open source hyperconverged infrastructure (HCI) software

RecBole

A unified, comprehensive and efficient recommendation library

TensorRT

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

pytorch-styleguide

An unofficial styleguide and best practices summary for PyTorch

pytorch-ssim

pytorch structural similarity (SSIM) loss

imitation

Clean PyTorch implementations of imitation and reward learning algorithms

tao

A statically-typed functional language with generics, typeclasses, sum types, pattern-matching, first-class functions, currying, algebraic effects, associated types, good diagnostics, etc.

latex-snippets

Vim + LaTeX snippets setup

torchsort

Fast, differentiable sorting and ranking in PyTorch

cheat-sheet

Data structures & algorithms cheat sheet

suncet

Code to reproduce the results in the FAIR research papers "Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples" https://arxiv.org/abs/2104.13963 and "Supervision Accelerates Pre-training in Contrastive Semi-Supervised Learning of Visual Representations" https://arxiv.org/abs/2006.10803

do-you-even-need-attention

Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)

python-us

A package for easily working with US and state metadata

deep_motion_mag

Tensorflow implementation of Learning-based Video Motion Magnification

pytorch-msssim

PyTorch differentiable Multi-Scale Structural Similarity (MS-SSIM) loss

shrinkbench

PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.

vim-silicon

Vim plugin for generating images of source code using https://github.com/Aloxaf/silicon

university-setup

My note taking setup scripts.

godot-go

Go language bindings for the Godot Engine's GDNative API.

pubmed-rct

PubMed 200k RCT dataset: a large dataset for sequential sentence classification.

srch

Text search for humans

dotfiles

🏎 my dotfiles for macOS

warp-ctc

Fast parallel CTC.

h-levin

Levin tree search guided by both a policy and a heuristic function

autowired-rs

rust dependency injection

dotfiles