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.
+34,213 stars
from 110,272 · score 10.44
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
1–100 of 136 by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.OpenBMB / VoxCPM
VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning
+23,908 stars
from 17,035 · score 10.08
3.vllm-project / vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
+17,617 stars
from 78,461 · score 9.78
4.roboflow / supervision
We write your reusable computer vision tools. 💜
+13,490 stars
from 37,964 · score 9.51
5.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.
+9,268 stars
from 159,152 · score 9.13
6.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+6,876 stars
from 56,142 · score 8.84
7.modelscope / FunASR
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.
+5,082 stars
from 15,820 · score 8.53
8.AUTOMATIC1111 / stable-diffusion-webui
Stable Diffusion web UI
+4,170 stars
from 161,044 · score 8.34
9.LMCache / LMCache
LMCache: Supercharge Your LLM with the Fastest KV Cache Layer
+4,169 stars
from 8,087 · score 8.34
10.GeeeekExplorer / nano-vllm
Nano vLLM
+3,109 stars
from 13,144 · score 8.04
11.kyegomez / OpenMythos
A theoretical reconstruction of the Claude Mythos architecture, built from first principles using the available research literature.
+3,070 stars
from 11,844 · score 8.03
12.Anjok07 / ultimatevocalremovergui
GUI for a Vocal Remover that uses Deep Neural Networks.
+2,623 stars
from 24,275 · score 7.87
13.xinntao / Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
+2,346 stars
from 34,964 · score 7.76
14.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.
+2,008 stars
from 42,166 · score 7.61
15.stas00 / ml-engineering
Machine Learning Engineering Open Book
+1,924 stars
from 17,720 · score 7.56
16.deepinsight / insightface
State-of-the-art 2D and 3D Face Analysis Project
+1,670 stars
from 28,436 · score 7.42
17.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, ... 🧠
+1,654 stars
from 65,981 · score 7.41
18.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.
+1,547 stars
from 13,440 · score 7.34
19.huggingface / diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
+1,525 stars
from 33,319 · score 7.33
20.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.
+1,407 stars
from 28,575 · score 7.25
21.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+1,389 stars
from 56,858 · score 7.24
22.coqui-ai / TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
+1,332 stars
from 44,843 · score 7.20
23.deepspeedai / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
+1,292 stars
from 41,989 · score 7.16
24.QuentinFuxa / WhisperLiveKit
Real-time, local speech-to-text with streaming ASR, speaker diarization, translation, and OpenAI/Deepgram-compatible APIs.
+1,055 stars
from 10,145 · score 6.96
25.microsoft / JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
+1,050 stars
from 24,493 · score 6.96
26.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
+1,003 stars
from 9,623 · score 6.91
27.onnx / onnx
Open standard for machine learning interoperability
+965 stars
from 20,669 · score 6.87
28.huggingface / peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
+924 stars
from 20,941 · score 6.83
29.JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
+904 stars
from 29,220 · score 6.81
30.CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
+887 stars
from 59,336 · score 6.79
31.DLR-RM / stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
+840 stars
from 13,116 · score 6.73
32.Project-MONAI / MONAI
AI Toolkit for Healthcare Imaging
+745 stars
from 8,070 · score 6.61
33.huggingface / datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
+729 stars
from 21,373 · score 6.59
34.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
+703 stars
from 36,560 · score 6.56
35.keras-team / keras
Deep Learning for humans
+689 stars
from 63,722 · score 6.54
36.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+678 stars
from 11,461 · score 6.52
37.bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
+633 stars
from 10,046 · score 6.45
38.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.
+627 stars
from 17,725 · score 6.44
39.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+626 stars
from 11,150 · score 6.44
40.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+591 stars
from 10,216 · score 6.38
41.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。
+581 stars
from 11,314 · score 6.37
42.open-mmlab / mmdetection
OpenMMLab Detection Toolbox and Benchmark
+552 stars
from 32,468 · score 6.32
43.mlfoundations / open_clip
An open source implementation of CLIP.
+551 stars
from 13,688 · score 6.31
44.pyg-team / pytorch_geometric
Graph Neural Network Library for PyTorch
+516 stars
from 23,614 · score 6.25
45.microsoft / LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
+482 stars
from 13,411 · score 6.18
46.Lightning-AI / pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
+481 stars
from 30,956 · score 6.18
47.thu-ml / tianshou
An elegant PyTorch deep reinforcement learning library.
+480 stars
from 10,568 · score 6.18
48.TencentARC / GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
+470 stars
from 37,227 · score 6.15
49.speechbrain / speechbrain
A PyTorch-based Speech Toolkit
+456 stars
from 11,460 · score 6.12
50.Sanster / IOPaintArchived
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.
+451 stars
from 22,846 · score 6.11
51.yunjey / pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
+410 stars
from 32,111 · score 6.02
52.milesial / Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
+409 stars
from 11,332 · score 6.02
53.lukas-blecher / LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
+397 stars
from 16,203 · score 5.99
54.sczhou / CodeFormer
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
+396 stars
from 17,806 · score 5.98
55.WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
+393 stars
from 26,045 · score 5.98
56.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.
+358 stars
from 3,159 · score 5.88
57.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.
+337 stars
from 14,431 · score 5.82
58.wandb / wandb
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
+334 stars
from 10,977 · score 5.81
59.qubvel-org / segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
+332 stars
from 11,459 · score 5.81
60.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/
+301 stars
from 10,383 · score 5.71
61.jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
+294 stars
from 12,709 · score 5.69
62.junyanz / pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
+271 stars
from 24,997 · score 5.61
63.svc-develop-team / so-vits-svcArchived
SoftVC VITS Singing Voice Conversion
+255 stars
from 27,813 · score 5.55
64.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
+254 stars
from 5,379 · score 5.54
65.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
+247 stars
from 4,055 · score 5.51
66.babysor / MockingBird
🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time
+243 stars
from 36,639 · score 5.50
67.open-mmlab / OpenPCDet
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
+220 stars
from 5,534 · score 5.40
68.aimhubio / aim
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
+219 stars
from 6,071 · score 5.39
69.RUCAIBox / RecBole
A unified, comprehensive and efficient recommendation library
+216 stars
from 4,391 · score 5.38
70.open-mmlab / mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
+203 stars
from 6,366 · score 5.32
71.facebookresearch / fairseqArchived
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
+163 stars
from 32,047 · score 5.10
72.stanfordnlp / stanza
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
+161 stars
from 7,744 · score 5.09
73.ludwig-ai / ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
+154 stars
from 11,638 · score 5.04
74.microsoft / Bringing-Old-Photos-Back-to-LifeArchived
Bringing Old Photo Back to Life (CVPR 2020 oral)
+137 stars
from 15,564 · score 4.93
75.NVIDIAGameWorks / kaolin
A PyTorch Library for Accelerating 3D Deep Learning Research
+127 stars
from 5,063 · score 4.85
76.sunlabuiuc / PyHealth
A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.
+127 stars
from 1,565 · score 4.85
77.intel / ipex-llmArchived
Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, DeepSeek, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, vLLM, DeepSpeed, Axolotl, etc.
+125 stars
from 8,720 · score 4.84
78.ultralytics / yolov3
PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.
+122 stars
from 10,509 · score 4.81
79.lightly-ai / lightly
A python library for self-supervised learning and latent world models on images.
+108 stars
from 3,718 · score 4.69
80.aqlaboratory / openfold
Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2
+107 stars
from 3,338 · score 4.68
81.pyro-ppl / pyro
Deep universal probabilistic programming with Python and PyTorch
+106 stars
from 8,966 · score 4.67
82.pytorch / audio
Data manipulation and transformation for audio signal processing, powered by PyTorch
+104 stars
from 2,856 · score 4.65
83.huggingface / text-generation-inferenceArchived
Large Language Model Text Generation Inference
+98 stars
from 10,784 · score 4.60
84.microsoft / nniArchived
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
+85 stars
from 14,281 · score 4.45
85.flairNLP / flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
+81 stars
from 14,314 · score 4.41
86.superduper-io / superduper
Superduper: End-to-end framework for building custom AI applications and agents.
+77 stars
from 5,251 · score 4.36
87.jankrepl / deepdow
Portfolio optimization with deep learning.
+76 stars
from 1,123 · score 4.34
88.Project-AgML / AgML
AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.
+76 stars
from 274 · score 4.34
89.deepchecks / deepchecks
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
+73 stars
from 3,996 · score 4.30
90.ymcui / Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
+72 stars
from 10,160 · score 4.29
91.cornellius-gp / gpytorch
A highly efficient implementation of Gaussian Processes in PyTorch
+70 stars
from 3,861 · score 4.26
92.pytorch / ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
+64 stars
from 4,735 · score 4.17
93.xmu-xiaoma666 / External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
+62 stars
from 12,118 · score 4.14
94.linto-ai / whisper-timestamped
Multilingual Automatic Speech Recognition with word-level timestamps and confidence
+58 stars
from 2,799 · score 4.08
95.open-mmlab / mmengine
OpenMMLab Foundational Library for Training Deep Learning Models
+48 stars
from 1,458 · score 3.89
96.unifyai / ivy
Convert Machine Learning Code Between Frameworks
+45 stars
from 14,122 · score 3.83
97.horovod / horovodArchived
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
+42 stars
from 14,632 · score 3.76
98.takuseno / d3rlpy
An offline deep reinforcement learning library
+42 stars
from 1,646 · score 3.76
99.rlworkgroup / garage
A toolkit for reproducible reinforcement learning research.
+41 stars
from 2,089 · score 3.74
100.dbolya / yolact
A simple, fully convolutional model for real-time instance segmentation.
+40 stars
from 5,212 · score 3.71