Ahoython's repositories
ruff
An extremely fast Python linter and code formatter, written in Rust.
sphinx
The Sphinx documentation generator
dtr-prototype
Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616
awesome-machine-learning-in-compilers
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
torchmetrics
Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Book4_Power-of-Matrix
Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！
Ax
Adaptive Experimentation Platform
stable-diffusion
A latent text-to-image diffusion model
torchlens
Package for extracting and mapping the results of every single tensor operation in a PyTorch model in one line of code.
debugpy
An implementation of the Debug Adapter Protocol for Python
Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
lightning
Deep learning framework to train, deploy, and ship AI products Lightning fast.
albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
manim
A community-maintained Python framework for creating mathematical animations.
einops
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
pylyzer
A fast static code analyzer & language server for Python
Python
All Algorithms implemented in Python
Pydev
Python IDE for Eclipse
typeguard
Run-time type checker for Python
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
spinningup
An educational resource to help anyone learn deep reinforcement learning.
ClickHouse
ClickHouse® is a free analytics DBMS for big data
altair
Declarative statistical visualization library for Python
packaging.python.org
Python Packaging User Guide
plotly.py
The interactive graphing library for Python :sparkles: This project now includes Plotly Express!
copier
Library and command-line utility for rendering projects templates.