xiaoyu12

xiaoyu12's Stars

• Stability-AI/stablediffusion

  High-Resolution Image Synthesis with Latent Diffusion Models

  Language:Python39k4443135k

• huggingface/pytorch-image-models

  The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

  Language:Python32.1k3149224.8k

• facebookresearch/detectron2

  Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

  Language:Python30.4k3903.5k7.5k

• MostlyAdequate/mostly-adequate-guide

  Mostly adequate guide to FP (in javascript)

  Language:JavaScript23.4k5492781.9k

• lucidrains/vit-pytorch

  Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

  Language:Python20.4k1552653k

• NVlabs/stylegan

  StyleGAN - Official TensorFlow Implementation

  Language:Python14.1k45203.2k

• hmemcpy/milewski-ctfp-pdf

  Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source

  Language:TeX11k244162592

• facebookresearch/xformers

  Hackable and optimized Transformers building blocks, supporting a composable construction.

  Language:Python8.6k76548611

• cnr-isti-vclab/meshlab

  The open source mesh processing system

  Language:C++4.8k1591.1k826

• libigl/libigl

  Simple MPL-2.0-licensed C++ geometry processing library.

  Language:C++4.6k1621.3k1.1k

• dair-ai/Mathematics-for-ML

  🧮 A collection of resources to learn mathematics for machine learning

  4.5k7514423

• rasbt/machine-learning-book

  Code Repository for Machine Learning with PyTorch and Scikit-Learn

  Language:Jupyter Notebook3.5k56951.3k

• gedeck/practical-statistics-for-data-scientists

  Code repository for O'Reilly book

  Language:Jupyter Notebook2.8k71261.8k

• divelab/DIG

  A library for graph deep learning research

  Language:Python1.9k31210283

• terryyin/lizard

  A simple code complexity analyser without caring about the C/C++ header files or Java imports, supports most of the popular languages.

  Language:Python1.9k54262253

• nmwsharp/polyscope

  A C++ & Python viewer for 3D data like meshes and point clouds

  Language:C++1.8k35205198

• bgavran/Category_Theory_Machine_Learning

  List of papers studying machine learning through the lens of category theory

  Language:Python1.3k69072

• geomstats/geomstats

  Computations and statistics on manifolds with geometric structures.

  Language:Jupyter Notebook1.3k38524249

• e3nn/e3nn

  A modular framework for neural networks with Euclidean symmetry

  Language:Python96220153146

• HannesStark/EquiBind

  EquiBind: geometric deep learning for fast predictions of the 3D structure in which a small molecule binds to a protein

  Language:Python481866108

• google-deepmind/clrs

  Language:Jupyter Notebook447161585

• Profactor/continuous-remeshing

  Continuous Remeshing For Inverse Rendering

  Language:Python4395624

• FunctionLab/selene

  a framework for training sequence-level deep learning networks

  Language:Jupyter Notebook3731710489

• jilljenn/tryalgo

  Algorithms and data structures for preparing programming competitions: basic and advanced

  Language:Python3702628107

• octavian-ganea/equidock_public

  EquiDock: geometric deep learning for fast rigid 3D protein-protein docking

  Language:Roff23282358

• bgavran/Category_Theory_Resources

  List of resources for learning Category Theory

  22211015

• radfordneal/plotutils

  Plotutils+ is a fork of the GNU plotutils package, with fixes and extensions

  Language:C11300

• changliu00/SG-Geod-MCMC

  Codes for "Stochastic Gradient Geodesic MCMC Methods" (NIPS-16)

  Language:C++9101

• wvuvectors/keggerator

  Language:HTML3002

• ucsb-gradescope-tools/sample-cpp-pydiff-autograder

  A sample diff-based autograder for a simple C++ assignment, using Python's unittest framework

  Language:Python14