1.Comfy-Org / ComfyUI
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. The fastest local inference engine in the world.
+1,555 stars
from 142,930 · score 7.35
Trending repositories
Ranked by Attention Score: stars gained over the last 7 complete days
1–100 of 139 by Attention Score · Oct 27, 2026 – Nov 2, 2026 (UTC)
2.vllm-project / vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
+593 stars
from 95,485 · score 6.39
3.NandhaKishorM / laya
Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.
+511 stars
from 34,302 · score 6.24
4.rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
+369 stars
from 107,281 · score 5.91
5.OpenBMB / VoxCPM
VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning
+353 stars
from 40,590 · score 5.87
6.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+329 stars
from 11,447 · score 5.80
7.huggingface / transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
+259 stars
from 168,161 · score 5.56
8.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+188 stars
from 62,830 · score 5.24
9.aa1143 / NamiGPT
零基础入门大模型（LLM）的基础教程：从零手写 GPT-2，一行行看懂大模型是怎么工作的 | Build GPT-2 from scratch in PyTorch, step by step
+175 stars
from 0 · score 5.17
10.GeeeekExplorer / nano-vllm
Nano vLLM
+128 stars
from 16,125 · score 4.86
11.Anjok07 / ultimatevocalremovergui
GUI for a Vocal Remover that uses Deep Neural Networks.
+115 stars
from 26,783 · score 4.75
12.roboflow / supervision
We write your reusable computer vision tools. 💜
+93 stars
from 51,361 · score 4.54
13.xinntao / Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
+92 stars
from 37,218 · score 4.53
14.LMCache / LMCache
LMCache: Supercharge Your LLM with the Fastest KV Cache Layer
+92 stars
from 12,164 · score 4.53
15.modelscope / FunASR
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.
+88 stars
from 20,814 · score 4.49
16.AUTOMATIC1111 / stable-diffusion-webui
Stable Diffusion web UI
+70 stars
from 165,144 · score 4.26
17.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+68 stars
from 49,824 · score 4.23
18.kanaworksai-hue / audio-studio-mcp
Local AI BGM and sound effects for Claude Code and any MCP client. Stable Audio 3 on Apple Silicon (MLX) and Windows NVIDIA GPUs (PyTorch). No cloud, no API key.
+68 stars
from 491 · score 4.23
19.DataTalksClub / machine-learning-zoomcamp
Learn ML engineering for free in 4 months! Register here 👇🏼
+60 stars
from 14,842 · score 4.11
20.deepinsight / insightface
State-of-the-art 2D and 3D Face Analysis Project
+58 stars
from 30,048 · score 4.08
21.stas00 / ml-engineering
Machine Learning Engineering Open Book
+55 stars
from 19,589 · score 4.03
22.mrdbourke / pytorch-deep-learning
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
+55 stars
from 19,274 · score 4.03
23.ray-project / ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
+52 stars
from 44,122 · score 3.97
24.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.
+51 stars
from 29,931 · score 3.95
25.TrenTorch / TrenTorch
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning
+51 stars
from 713 · score 3.95
26.xingjian-bai / opal
OPAL: a reactive optimizer. A coding agent rewrites the optimizer while your model trains.
+51 stars
from 204 · score 3.95
27.CerealAxis / Nola-Translator
Lightweight, powerful real-time speech translation with multilingual support and a multilingual UI.
+48 stars
from 271 · score 3.89
28.tracel-ai / burn
Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.
+47 stars
from 16,161 · score 3.87
29.microsoft / JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
+45 stars
from 25,498 · score 3.83
30.isl-org / Open3D
Open3D: A Modern Library for 3D Data Processing
+45 stars
from 14,121 · score 3.83
31.NVIDIA / TensorRT-LLM
TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT LLM also contains components to create Python and C++ runtimes that orchestrate the inference execution in a performant way.
+42 stars
from 14,945 · score 3.76
32.AI4Finance-Foundation / FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
+41 stars
from 21,467 · score 3.74
33.pyannote / pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
+39 stars
from 10,706 · score 3.69
34.microsoft / onnxruntime
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
+38 stars
from 22,172 · score 3.66
35.huggingface / diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
+37 stars
from 34,807 · score 3.64
36.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, ... 🧠
+35 stars
from 67,600 · score 3.58
37.coqui-ai / TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
+34 stars
from 46,141 · score 3.56
38.BlueRingsLabs / no-shortcuts
Free Course : Data, Machine Learning, Deep Learning and AI Engineering, the long way round: the math, the code, the systems and the security. 173 lessons, 166 runnable labs, no shortcuts. Free under CC BY-NC 4.0.
+34 stars
from 132 · score 3.56
39.lutzroeder / netron
Visualizer for neural network, deep learning and machine learning models
+29 stars
from 33,611 · score 3.40
40.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+26 stars
from 58,221 · score 3.30
41.QuentinFuxa / WhisperLiveKit
Real-time, local speech-to-text with streaming ASR, speaker diarization, translation, and OpenAI/Deepgram-compatible APIs.
+26 stars
from 11,174 · score 3.30
42.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+24 stars
from 12,115 · score 3.22
43.keras-team / keras
Deep Learning for humans
+23 stars
from 64,388 · score 3.18
44.mlfoundations / open_clip
An open source implementation of CLIP.
+23 stars
from 14,216 · score 3.18
45.JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
+22 stars
from 30,102 · score 3.14
46.DLR-RM / stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
+22 stars
from 13,934 · score 3.14
47.fastai / fastai
The fastai deep learning library
+21 stars
from 28,235 · score 3.09
48.Tencent / ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
+20 stars
from 23,997 · score 3.04
49.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
+20 stars
from 10,606 · score 3.04
50.arc53 / DocsGPT
Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.
+19 stars
from 18,333 · score 3.00
51.kubeflow / kubeflow
The Cloud Native AI Platform
+19 stars
from 15,924 · score 3.00
52.tangyudi / Ai-Learn
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
+19 stars
from 13,438 · score 3.00
53.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
+18 stars
from 37,245 · score 2.94
54.onnx / onnx
Open standard for machine learning interoperability
+17 stars
from 21,617 · score 2.89
55.Jack-Cherish / PythonPark
Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。
+17 stars
from 11,878 · score 2.89
56.milesial / Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
+17 stars
from 11,724 · score 2.89
57.microsoft / LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
+16 stars
from 13,877 · score 2.83
58.huggingface / datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
+15 stars
from 22,087 · score 2.77
59.bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
+15 stars
from 10,664 · score 2.77
60.huggingface / peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
+14 stars
from 21,851 · score 2.71
61.speechbrain / speechbrain
A PyTorch-based Speech Toolkit
+13 stars
from 11,903 · score 2.64
62.CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
+12 stars
from 60,211 · score 2.56
63.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+12 stars
from 10,795 · score 2.56
64.Project-MONAI / MONAI
AI Toolkit for Healthcare Imaging
+12 stars
from 8,803 · score 2.56
65.open-mmlab / mmdetection
OpenMMLab Detection Toolbox and Benchmark
+11 stars
from 33,009 · score 2.48
66.ludwig-ai / ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
+11 stars
from 11,781 · score 2.48
67.qubvel-org / segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
+11 stars
from 11,780 · score 2.48
68.RUCAIBox / RecBole
A unified, comprehensive and efficient recommendation library
+11 stars
from 4,596 · score 2.48
69.sunlabuiuc / PyHealth
A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.
+11 stars
from 1,681 · score 2.48
70.WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
+9 stars
from 26,429 · score 2.30
71.Megvii-BaseDetection / YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
+9 stars
from 10,675 · score 2.30
72.satellite-image-deep-learning / techniques
Techniques for deep learning with satellite & aerial imagery
+9 stars
from 10,290 · score 2.30
73.deepspeedai / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
+8 stars
from 43,273 · score 2.20
74.PennyLaneAI / pennylane
PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.
+8 stars
from 3,509 · score 2.20
75.sczhou / CodeFormer
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
+7 stars
from 18,195 · score 2.08
76.kyegomez / OpenMythos
A theoretical reconstruction of the Claude Mythos architecture, built from first principles using the available research literature.
+7 stars
from 14,907 · score 2.08
77.ultralytics / yolov3
PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.
+7 stars
from 10,624 · score 2.08
78.advimman / lama
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
+7 stars
from 10,346 · score 2.08
79.open-mmlab / mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
+7 stars
from 6,562 · score 2.08
80.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
+7 stars
from 4,295 · score 2.08
81.yunjey / pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
+6 stars
from 32,515 · score 1.95
82.BlinkDL / RWKV-LM
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.
+6 stars
from 14,762 · score 1.95
83.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
+6 stars
from 12,349 · score 1.95
84.NielsRogge / Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
+6 stars
from 11,773 · score 1.95
85.thu-ml / tianshou
An elegant PyTorch deep reinforcement learning library.
+6 stars
from 11,042 · score 1.95
86.open-mmlab / OpenPCDet
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
+6 stars
from 5,748 · score 1.95
87.Lightning-AI / pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
+5 stars
from 31,432 · score 1.79
88.lukasmasuch / best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
+5 stars
from 23,846 · score 1.79
89.bharathgs / Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
+5 stars
from 16,726 · score 1.79
90.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.
+5 stars
from 14,866 · score 1.79
91.yandexdataschool / Practical_RL
A course in reinforcement learning in the wild
+5 stars
from 6,596 · score 1.79
92.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
+5 stars
from 5,628 · score 1.79
93.pytorch / ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
+5 stars
from 4,794 · score 1.79
94.jankrepl / deepdow
Portfolio optimization with deep learning.
+5 stars
from 1,194 · score 1.79
95.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》)
+4 stars
from 12,843 · score 1.61
96.lightly-ai / lightly
A python library for self-supervised learning and latent world models on images.
+4 stars
from 3,822 · score 1.61
97.kitops-ml / kitops
An open source DevOps tool from the CNCF for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI Artifact.
+4 stars
from 1,434 · score 1.61
98.junyanz / pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
+3 stars
from 25,265 · score 1.39
99.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
+3 stars
from 21,737 · score 1.39
100.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。
+3 stars
from 19,518 · score 1.39