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stable-diffusion-webui

Stable Diffusion web UI

Language:PythonAGPL-3.0142751 1082 7682

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Language:PythonNOASSERTION83901 1743 46482

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Language:PythonAGPL-3.050833 369 9301

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:PythonApache-2.032231 313 927

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Language:PythonApache-2.029956 328 5531

fastai

The fastai deep learning library

Language:Jupyter NotebookApache-2.026278 605 1799

fastbook

The fastai book, published as Jupyter Notebooks

Language:Jupyter NotebookNOASSERTION21987 508 235

vit-pytorch

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

Language:PythonMIT20540 155 266

triton

Development repository for the Triton language and compiler

Language:C++MIT11235 179 1192

optuna

A hyperparameter optimization framework

Language:PythonMIT10889 119 1677

hydra

Hydra is a framework for elegantly configuring complex applications

Language:PythonMIT8802 129 1395

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Language:PythonApache-2.08272 54 2397

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Language:Jupyter NotebookApache-2.05252 65 657

nbdev

Create delightful software with Jupyter Notebooks

Language:Jupyter NotebookApache-2.04934 46 889

tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

Language:PythonMIT2639 38 312

webdataset

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

Language:PythonBSD-3-Clause2316 23 337

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

Language:PythonApache-2.02027 12 60

efficientdet-pytorch

A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights

Language:PythonApache-2.01586 29 176

gen-efficientnet-pytorch

Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS

Language:PythonApache-2.01566 43 55

android-demo-app

PyTorch android examples of usage in applications

Language:Java1475 35 244

data

A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.

Language:PythonBSD-3-Clause1131 34 496

fastcore

Python supercharged for the fastai library

Language:Jupyter NotebookApache-2.0976 19 403

icevision

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

Language:PythonApache-2.0849 24 574

fastai2

Temporary home for fastai v2 while it's being developed

Language:Jupyter NotebookApache-2.0645 38 218

torcheval

A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to facilitate metric computation in distributed training and tools for PyTorch model evaluations.

Language:PythonNOASSERTION215 15 33

fastai-extensions-repository

A list of extensions for the fastai library.

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fastai_bs_finder

Implementation of OpenAI paper with Simple Noise Scale on Fastai

Language:Jupyter Notebook48 40

OpenCool

Refrigeration system simulation

Language:PythonMPL-2.011 30