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PyTorch

PyTorch is an open source machine learning library based on the Torch library, used for applications such as computer vision and natural language processing, primarily developed by Facebook’s AI Research lab.

https://github.com/CorentinJ/Real-Time-Voice-Cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

deep-learning python pytorch tensorflow tts voice-cloning

Last synced: 30 Jul 2024

https://github.com/labmlai/annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

attention deep-learning deep-learning-tutorial gan literate-programming machine-learning neural-networks optimizers pytorch reinforcement-learning transformer transformers

Last synced: 31 Jul 2024

https://github.com/TencentARC/GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

deep-learning face-restoration gan gfpgan image-restoration pytorch super-resolution

Last synced: 30 Jul 2024

https://github.com/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 deep-learning pytorch speech text-to-speech tts

Last synced: 31 Jul 2024

https://github.com/comfyanonymous/ComfyUI

The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.

pytorch stable-diffusion

Last synced: 31 Jul 2024

https://github.com/microsoft/deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

billion-parameters compression data-parallelism deep-learning gpu inference machine-learning mixture-of-experts model-parallelism pipeline-parallelism pytorch trillion-parameters zero

Last synced: 02 Aug 2024

https://github.com/microsoft/DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

billion-parameters compression data-parallelism deep-learning gpu inference machine-learning mixture-of-experts model-parallelism pipeline-parallelism pytorch trillion-parameters zero

Last synced: 31 Jul 2024

https://github.com/ray-project/ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

automl data-science deep-learning deployment distributed hyperparameter-optimization hyperparameter-search java llm-serving machine-learning model-selection optimization parallel python pytorch ray reinforcement-learning rllib serving tensorflow

Last synced: 30 Jul 2024

https://github.com/rwightman/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

augmix convnext distributed-training dual-path-networks efficientnet image-classification imagenet maxvit mixnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models

Last synced: 05 Sep 2024

https://github.com/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

augmix convnext distributed-training dual-path-networks efficientnet image-classification imagenet maxvit mixnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models

Last synced: 30 Jul 2024

https://github.com/facebookresearch/fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

artificial-intelligence python pytorch

Last synced: 30 Jul 2024

https://github.com/pytorch/fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

artificial-intelligence python pytorch

Last synced: 01 Aug 2024

https://github.com/yunjey/pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

deep-learning neural-networks pytorch pytorch-tutorial

Last synced: 31 Jul 2024

https://github.com/lightning-AI/lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 27 Aug 2024

https://github.com/xinntao/Real-ESRGAN

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

amine denoise esrgan image-restoration jpeg-compression pytorch real-esrgan super-resolution

Last synced: 30 Jul 2024

https://github.com/Lightning-AI/pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 31 Jul 2024

https://github.com/PyTorchLightning/pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 08 Aug 2024

https://github.com/Lightning-AI/lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 06 Aug 2024

https://github.com/fastai/fastai

The fastai deep learning library

colab deep-learning fastai gpu machine-learning notebooks python pytorch

Last synced: 30 Jul 2024

https://github.com/rasbt/llms-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

chatgpt gpt large-language-models llm python pytorch

Last synced: 02 Aug 2024

https://github.com/vllm-project/vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

amd cuda gpt inference inferentia llama llm llm-serving llmops mlops model-serving pytorch rocm tpu trainium transformer xpu

Last synced: 30 Jul 2024

https://github.com/rasbt/LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

chatgpt gpt large-language-models llm python pytorch

Last synced: 30 Jul 2024

https://github.com/microsoft/JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

deep-learning platform pytorch

Last synced: 31 Jul 2024

https://github.com/JaidedAI/EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

cnn crnn data-mining deep-learning easyocr image-processing information-retrieval lstm machine-learning ocr optical-character-recognition python pytorch scene-text scene-text-recognition

Last synced: 30 Jul 2024

https://github.com/d2l-ai/d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

book computer-vision data-science deep-learning gaussian-processes hyperparameter-optimization jax kaggle keras machine-learning mxnet natural-language-processing notebook python pytorch recommender-system reinforcement-learning tensorflow

Last synced: 31 Jul 2024

https://github.com/WZMIAOMIAO/deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

bilibili classification deep-learning object-detection pytorch segmentation tensorflow2

Last synced: 31 Jul 2024

https://github.com/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

deep-learning machine-learning neural-network pytorch pytorch-handbook pytorch-tutorials

Last synced: 01 Aug 2024

https://github.com/tencent/ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

android arm-neon artificial-intelligence caffe darknet deep-learning high-preformance inference ios keras mlir mxnet ncnn neural-network onnx pytorch riscv simd tensorflow vulkan

Last synced: 03 Aug 2024

https://github.com/Tencent/ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

android arm-neon artificial-intelligence caffe darknet deep-learning high-preformance inference ios keras mlir mxnet ncnn neural-network onnx pytorch riscv simd tensorflow vulkan

Last synced: 30 Jul 2024

https://github.com/huggingface/datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

computer-vision datasets deep-learning hacktoberfest machine-learning natural-language-processing nlp numpy pandas pytorch speech tensorflow

Last synced: 30 Jul 2024

https://github.com/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。

computer-vision d2l deep-learning deep-learning-tutorial natural-language-processing pytorch pytorch-tutorial

Last synced: 31 Jul 2024

https://github.com/Sanster/lama-cleaner

Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.

inpainting lama latent-diffusion mat pytorch stable-diffusion zits

Last synced: 31 Jul 2024

https://github.com/Sanster/IOPaint

Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.

inpainting lama latent-diffusion mat pytorch stable-diffusion zits

Last synced: 31 Jul 2024

https://github.com/sczhou/CodeFormer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

codebook codeformer face-enhancement face-restoration pytorch restoration super-resolution vqgan

Last synced: 31 Jul 2024

https://github.com/uber/horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

baidu deep-learning deeplearning keras machine-learning machinelearning mpi mxnet pytorch ray spark tensorflow uber

Last synced: 12 Aug 2024

https://github.com/horovod/horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

baidu deep-learning deeplearning keras machine-learning machinelearning mpi mxnet pytorch ray spark tensorflow uber

Last synced: 30 Jul 2024

https://github.com/graykode/nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

attention bert natural-language-processing nlp paper pytorch tensorflow transformer tutorial

Last synced: 31 Jul 2024

https://github.com/flairNLP/flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

machine-learning named-entity-recognition natural-language-processing nlp pytorch semantic-role-labeling sequence-labeling word-embeddings

Last synced: 30 Jul 2024

https://github.com/huggingface/peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

adapter diffusion llm lora parameter-efficient-learning python pytorch transformers

Last synced: 30 Jul 2024

https://github.com/deepset-ai/haystack

:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

ai bert chatgpt generative-ai gpt-3 information-retrieval language-model large-language-models machine-learning nlp python pytorch question-answering semantic-search squad summarization transformers

Last synced: 31 Jul 2024

https://github.com/Mikoto10032/DeepLearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

cnn deep-learning deeplearning gan gcn kaggle machine-learning machinelearning mxnet pytorch rnn tensorflow

Last synced: 01 Aug 2024

https://github.com/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.

book deeplearning machinelearning opensource python pytorch tensorflow tensorflow2

Last synced: 31 Jul 2024

https://github.com/WongKinYiu/yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

darknet pytorch scaled-yolov4 yolor yolov3 yolov4 yolov7

Last synced: 31 Jul 2024

https://github.com/ai4finance-foundation/fingpt

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

chatgpt finance fingpt fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor sentiment-analysis technical-analysis

Last synced: 02 Aug 2024

https://github.com/NVIDIA/DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

computer-vision deep-learning drug-discovery forecasting large-language-models mxnet nlp paddlepaddle pytorch recommender-systems speech-recognition speech-synthesis tensorflow tensorflow2 translation

Last synced: 31 Jul 2024

https://github.com/AI4Finance-Foundation/FinGPT

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

chatgpt finance fingpt fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor sentiment-analysis technical-analysis

Last synced: 31 Jul 2024

https://github.com/blinkdl/rwkv-lm

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

attention-mechanism chatgpt deep-learning gpt gpt-2 gpt-3 language-model linear-attention lstm pytorch rnn rwkv transformer transformers

Last synced: 02 Aug 2024

https://github.com/BlinkDL/RWKV-LM

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

attention-mechanism chatgpt deep-learning gpt gpt-2 gpt-3 language-model linear-attention lstm pytorch rnn rwkv transformer transformers

Last synced: 31 Jul 2024

https://github.com/chenyuntc/pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

autograd caption charrnn deep-learning gan image-classification jupyter-notebook neural-style neuraltalk nn pytorch pytorch-tutorials pytorch-tutorials-cn tensor tensorboard visdom

Last synced: 31 Jul 2024

https://github.com/allenai/allennlp

An open-source NLP research library, built on PyTorch.

data-science deep-learning natural-language-processing nlp python pytorch

Last synced: 30 Jul 2024

https://github.com/ouyanghuiyu/chineseocr_lite

超轻量级中文ocr，支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M

ncnn ocr pytorch

Last synced: 04 Aug 2024

https://github.com/DayBreak-u/chineseocr_lite

超轻量级中文ocr，支持竖排文字识别, 支持ncnn、mnn、tnn推理 ( dbnet(1.8M) + crnn(2.5M) + anglenet(378KB)) 总模型仅4.7M

ncnn ocr pytorch

Last synced: 31 Jul 2024

https://github.com/xmu-xiaoma666/External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

attention cbam excitation-networks linear-layers paper pytorch squeeze visual-tasks

Last synced: 02 Aug 2024

https://github.com/ritchieng/the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

deep-learning deep-learning-library deep-learning-tutorial deep-neural-networks python pytorch

Last synced: 31 Jul 2024

https://github.com/microsoft/LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

adaptation deberta deep-learning gpt-2 gpt-3 language-model lora low-rank pytorch roberta

Last synced: 31 Jul 2024

https://github.com/facebookresearch/llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

ai finetuning langchain llama llama2 llm machine-learning python pytorch vllm

Last synced: 05 Sep 2024

https://github.com/meta-llama/llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

ai finetuning langchain llama llama2 llm machine-learning python pytorch vllm

Last synced: 30 Jul 2024

https://github.com/jacobgil/pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

class-activation-maps computer-vision deep-learning explainable-ai explainable-ml grad-cam image-classification interpretability interpretable-ai interpretable-deep-learning machine-learning object-detection pytorch score-cam vision-transformers visualizations xai

Last synced: 01 Aug 2024

PyTorch Awesome Lists
Awesome-pytorch-list 704 awesome-semantic-segmentation-pytorch 35 Awesome-pytorch-list-CNVersion 692 CV-pretrained-model 103 awesome-colab-notebooks 502 awesome-AutoML-and-Lightweight-Models 150 Awesome-Denoise 164 ai4artists 286 arctic 34 awesome-yolov8-models 43 awesome-cuda-and-hpc 424 awesome-python-machine-learning-resources 1,884 awesome-adaptive-computation 171 awesome-NILM-with-code 47 awesome-dotnet-machine-learning 134 awesome-Multi-Document-Summarization 56 PyTorch-Guide 616 awesome-fastai 42 awesome-ai-tools 499
PyTorch Categories
Pytorch & related libraries 228 Pytorch & related libraries｜Pytorch & 相关库 218 Research 197 Tutorials 193 文本数据和NLP 182 Blogs 163 Uncategorized 161 Frameworks 142 数据可视化 130 机器学习框架 123 1.) Neural Architecture Search 112 图像数据与CV 105 Learning 102 模型的可解释性 100 Blogposts :sparkle: 99 Interactive Learning & Tools 96 超参数优化和AutoML 92 Tutorials, books, & examples 81 工作流程和实验跟踪 80 Tutorials & books & examples｜教程 & 书籍 & 示例 79