pytorch

There are 920 repositories under pytorch topic.

transformers
huggingface / transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
nlp natural-language-processing pytorch language-model tensorflow bert language-models pytorch-transformers nlp-library transformer model-hub pretrained-models jax flax seq2seq speech-recognition hacktoberfest python machine-learning deep-learning
Language:Python 86606
AUTOMATIC1111 / stable-diffusion-webui
Stable Diffusion web UI
ai ai-art deep-learning diffusion gradio image-generation image2image img2img pytorch stable-diffusion text2image torch txt2img unstable upscaling web
Language:Python 51103
Real-Time-Voice-Cloning
CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
deep-learning pytorch tensorflow tts voice-cloning python
Language:Python 40221
yolov5
ultralytics / yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
yolov3 yolov4 yolov5 object-detection pytorch onnx coreml ios tflite yolo deep-learning machine-learning ml
Language:Python 36497
Made-With-ML
GokuMohandas / Made-With-ML
Learn how to responsibly develop, deploy and maintain production machine learning applications.
machine-learning deep-learning pytorch natural-language-processing data-science python mlops data-engineering
Language:Jupyter Notebook 32771
MockingBird
babysor / MockingBird
🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time
ai speech pytorch deep-learning
Language:Python 27405
GFPGAN
TencentARC / GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
pytorch gan deep-learning super-resolution face-restoration image-restoration gfpgan
Language:Python 27399
yunjey / pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
deep-learning pytorch-tutorial neural-networks pytorch
Language:Python 25973
ray-project / ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.
ray distributed parallel machine-learning reinforcement-learning deep-learning python rllib hyperparameter-search optimization data-science automl hyperparameter-optimization model-selection java serving deployment pytorch tensorflow
Language:Python 24664
huggingface / pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
pytorch imagenet-classifier resnet dual-path-networks cnn-classification pretrained-models pretrained-weights distributed-training mobile-deep-learning mobilenet-v2 mnasnet mobilenetv3 efficientnet augmix randaugment mixnet efficientnet-training vision-transformer-models nfnets normalization-free-training
Language:Python 24214
fastai
fastai / fastai
The fastai deep learning library
deep-learning machine-learning pytorch python gpu fastai notebooks colab
Language:Jupyter Notebook 23569
open-mmlab / mmdetection
OpenMMLab Detection Toolbox and Benchmark
object-detection instance-segmentation fast-rcnn faster-rcnn mask-rcnn cascade-rcnn ssd retinanet pytorch panoptic-segmentation rtmdet semisupervised-learning swin-transformer transformer vision-transformer yolo convnext detr
Language:Python 23394
lightning
Lightning-AI / lightning
Deep learning framework to train, deploy, and ship AI products Lightning fast.
python deep-learning artificial-intelligence ai pytorch data-science machine-learning
Language:Python 22011
netron
lutzroeder / netron
Visualizer for neural network, deep learning, and machine learning models
neural-network deep-learning machine-learning deeplearning machinelearning ai ml visualizer onnx keras tensorflow tensorflow-lite coreml caffe caffe2 mxnet pytorch torch paddle darknet
Language:JavaScript 21678
facebookresearch / fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
artificial-intelligence python pytorch
Language:Python 21322
junyanz / pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
pytorch gan cyclegan pix2pix deep-learning computer-vision computer-graphics image-manipulation image-generation generative-adversarial-network gans
Language:Python 19466
Real-ESRGAN
xinntao / Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
esrgan pytorch real-esrgan super-resolution image-restoration denoise jpeg-compression amine
Language:Python 18870
zergtant / pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
pytorch pytorch-tutorials pytorch-handbook deep-learning neural-network machine-learning
Language:Jupyter Notebook 17961
annotated_deep_learning_paper_implementations
labmlai / annotated_deep_learning_paper_implementations
🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
deep-learning deep-learning-tutorial pytorch gan transformers reinforcement-learning optimizers neural-networks transformer machine-learning attention
Language:Jupyter Notebook 17823
JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
ocr deep-learning crnn pytorch lstm machine-learning scene-text scene-text-recognition optical-character-recognition cnn data-mining image-processing python easyocr information-retrieval
Language:Python 17350
pyg-team / pytorch_geometric
Graph Neural Network Library for PyTorch
pytorch geometric-deep-learning graph-neural-networks deep-learning graph-convolutional-networks
Language:Python 17104
d2l-ai / 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.
deep-learning machine-learning book notebook computer-vision natural-language-processing python kaggle data-science mxnet pytorch tensorflow keras gaussian-processes hyperparameter-optimization recommender-system reinforcement-learning jax
Language:Python 16994
Tencent / ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
inference high-preformance simd arm-neon deep-learning artificial-intelligence android ios ncnn vulkan neural-network caffe mxnet pytorch onnx darknet tensorflow mlir keras riscv
Language:C++ 16678
ShusenTang / Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
deep-learning deep-learning-tutorial pytorch pytorch-tutorial computer-vision natural-language-processing d2l
Language:Jupyter Notebook 16187
datasets
huggingface / datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
nlp datasets pytorch tensorflow pandas numpy natural-language-processing computer-vision machine-learning deep-learning speech hacktoberfest
Language:Python 15561
WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
pytorch tensorflow2 classification object-detection bilibili deep-learning segmentation
Language:Python 14822
mindsdb / mindsdb
A low-code Machine Learning platform to help developers build #AI solutions
ml pytorch automl explainable-ai explainable-ml artificial-intelligence machine-learning mariadb clickhouse hacktoberfest mysql machine-learning-api postgresql snowflake singlestore
Language:Python 14412
onnx / onnx
Open standard for machine learning interoperability
deep-learning deep-neural-networks neural-network onnx pytorch mxnet tensorflow keras scikit-learn ml machine-learning dnn
Language:Python 14297
bharathgs / Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
pytorch python machine-learning deep-learning tutorials papers awesome awesome-list pytorch-tutorials data-science nlp nlp-library cv computer-vision natural-language-processing facebook probabilistic-programming utility-library neural-network pytorch-model
13848
deepinsight / insightface
State-of-the-art 2D and 3D Face Analysis Project
face-recognition face-detection mxnet face-alignment age-estimation arcface retinaface pytorch oneflow paddlepaddle
Language:Python 13710
horovod / horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
tensorflow uber machine-learning machinelearning mpi baidu deep-learning deeplearning keras pytorch mxnet spark ray
Language:Python 13127
ml-tooling / best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
python machine-learning data-science nlp data-visualization tensorflow pytorch scikit-learn keras data-visualizations deep-learning automl ml jax transformer data-analysis chatgpt gpt gpt-3
13054
dragen1860 / Deep-Learning-with-TensorFlow-book
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
tensorflow tensorflow2 deeplearning machinelearning python pytorch book opensource
Language:Jupyter Notebook 12907
nni
microsoft / nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
automl deep-learning neural-architecture-search hyperparameter-optimization distributed bayesian-optimization automated-machine-learning machine-learning machine-learning-algorithms data-science tensorflow pytorch neural-network deep-neural-network model-compression feature-engineering nas python hyperparameter-tuning mlops
Language:Python 12628
flairNLP / flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
pytorch nlp named-entity-recognition sequence-labeling semantic-role-labeling word-embeddings natural-language-processing machine-learning
Language:Python 12582
graykode / nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
nlp natural-language-processing tutorial pytorch tensorflow transformer attention paper bert
Language:Jupyter Notebook 12268

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