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.
+9,061 stars
from 135,424 · score 9.11
Trending repositories
Ranked by Attention Score: stars gained over the last 30 complete days
1–100 of 130 by Attention Score · Oct 4, 2026 – Nov 2, 2026 (UTC)
2.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.
+4,596 stars
from 30,217 · score 8.43
3.vllm-project / vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
+3,124 stars
from 92,954 · score 8.05
4.OpenBMB / VoxCPM
VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning
+2,860 stars
from 38,083 · score 7.96
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.
+1,872 stars
from 166,548 · score 7.54
6.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+932 stars
from 62,086 · score 6.84
7.GeeeekExplorer / nano-vllm
Nano vLLM
+592 stars
from 15,661 · score 6.39
8.stas00 / ml-engineering
Machine Learning Engineering Open Book
+575 stars
from 19,069 · score 6.36
9.Anjok07 / ultimatevocalremovergui
GUI for a Vocal Remover that uses Deep Neural Networks.
+487 stars
from 26,411 · score 6.19
10.AUTOMATIC1111 / stable-diffusion-webui
Stable Diffusion web UI
+483 stars
from 164,731 · score 6.18
11.roboflow / supervision
We write your reusable computer vision tools. 💜
+435 stars
from 51,019 · score 6.08
12.TrenTorch / TrenTorch
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning
+432 stars
from 332 · score 6.07
13.xinntao / Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
+418 stars
from 36,892 · score 6.04
14.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+380 stars
from 11,396 · score 5.94
15.modelscope / FunASR
Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.
+347 stars
from 20,555 · score 5.85
16.LMCache / LMCache
LMCache: Supercharge Your LLM with the Fastest KV Cache Layer
+335 stars
from 11,921 · score 5.82
17.deepinsight / insightface
State-of-the-art 2D and 3D Face Analysis Project
+257 stars
from 29,849 · score 5.55
18.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.
+255 stars
from 29,727 · score 5.55
19.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.
+252 stars
from 14,735 · score 5.53
20.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.
+251 stars
from 43,923 · score 5.53
21.huggingface / diffusers
🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
+230 stars
from 34,614 · score 5.44
22.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+204 stars
from 58,043 · score 5.32
23.microsoft / JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
+191 stars
from 25,352 · score 5.26
24.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, ... 🧠
+178 stars
from 67,457 · score 5.19
25.deepspeedai / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
+152 stars
from 43,129 · score 5.03
26.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
+151 stars
from 10,475 · score 5.02
27.coqui-ai / TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
+146 stars
from 46,029 · score 4.99
28.huggingface / peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
+134 stars
from 21,731 · score 4.91
29.CorentinJ / Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
+120 stars
from 60,103 · score 4.80
30.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。
+117 stars
from 11,778 · score 4.77
31.JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
+116 stars
from 30,008 · score 4.76
32.QuentinFuxa / WhisperLiveKit
Real-time, local speech-to-text with streaming ASR, speaker diarization, translation, and OpenAI/Deepgram-compatible APIs.
+112 stars
from 11,088 · score 4.73
33.DLR-RM / stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
+108 stars
from 13,848 · score 4.69
34.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+108 stars
from 12,031 · score 4.69
35.keras-team / keras
Deep Learning for humans
+104 stars
from 64,307 · score 4.65
36.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
+97 stars
from 37,166 · score 4.58
37.onnx / onnx
Open standard for machine learning interoperability
+94 stars
from 21,540 · score 4.55
38.huggingface / datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
+92 stars
from 22,010 · score 4.53
39.Project-MONAI / MONAI
AI Toolkit for Healthcare Imaging
+84 stars
from 8,731 · score 4.44
40.bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
+83 stars
from 10,596 · score 4.43
41.Lightning-AI / pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
+82 stars
from 31,355 · score 4.42
42.microsoft / LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
+79 stars
from 13,814 · score 4.38
43.mlfoundations / open_clip
An open source implementation of CLIP.
+72 stars
from 14,167 · score 4.29
44.speechbrain / speechbrain
A PyTorch-based Speech Toolkit
+69 stars
from 11,847 · score 4.25
45.WZMIAOMIAO / deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
+68 stars
from 26,370 · score 4.23
46.open-mmlab / mmdetection
OpenMMLab Detection Toolbox and Benchmark
+66 stars
from 32,954 · score 4.20
47.milesial / Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
+65 stars
from 11,676 · score 4.19
48.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.
+61 stars
from 18,291 · score 4.13
49.sczhou / CodeFormer
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
+61 stars
from 18,141 · score 4.13
50.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+56 stars
from 10,751 · score 4.04
51.kyegomez / OpenMythos
A theoretical reconstruction of the Claude Mythos architecture, built from first principles using the available research literature.
+51 stars
from 14,863 · score 3.95
52.thu-ml / tianshou
An elegant PyTorch deep reinforcement learning library.
+51 stars
from 10,997 · score 3.95
53.wandb / wandb
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
+50 stars
from 11,261 · score 3.93
54.yunjey / pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
+49 stars
from 32,472 · score 3.91
55.qubvel-org / segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
+47 stars
from 11,744 · score 3.87
56.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/
+45 stars
from 10,639 · score 3.83
57.pyg-team / pytorch_geometric
Graph Neural Network Library for PyTorch
+43 stars
from 24,087 · score 3.78
58.TencentARC / GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
+42 stars
from 37,655 · score 3.76
59.lukas-blecher / LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
+42 stars
from 16,558 · score 3.76
60.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.
+40 stars
from 14,728 · score 3.71
61.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.
+40 stars
from 3,477 · score 3.71
62.RUCAIBox / RecBole
A unified, comprehensive and efficient recommendation library
+38 stars
from 4,569 · score 3.66
63.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
+37 stars
from 5,596 · score 3.64
64.open-mmlab / OpenPCDet
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
+35 stars
from 5,719 · score 3.58
65.sunlabuiuc / PyHealth
A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.
+31 stars
from 1,661 · score 3.47
66.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
+28 stars
from 4,274 · score 3.37
67.junyanz / pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
+27 stars
from 25,241 · score 3.33
68.open-mmlab / mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
+27 stars
from 6,542 · score 3.33
69.jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
+25 stars
from 12,978 · score 3.26
70.ludwig-ai / ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
+25 stars
from 11,767 · score 3.26
71.ultralytics / yolov3
PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.
+21 stars
from 10,610 · score 3.09
72.babysor / MockingBird
🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time
+19 stars
from 36,863 · score 3.00
73.stanfordnlp / stanza
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
+19 stars
from 7,886 · score 3.00
74.aimhubio / aim
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
+18 stars
from 6,272 · score 2.94
75.jankrepl / deepdow
Portfolio optimization with deep learning.
+17 stars
from 1,182 · score 2.89
76.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.
+15 stars
from 23,282 · score 2.77
77.pyro-ppl / pyro
Deep universal probabilistic programming with Python and PyTorch
+13 stars
from 9,059 · score 2.64
78.pytorch / ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
+12 stars
from 4,787 · score 2.56
79.svc-develop-team / so-vits-svcArchived
SoftVC VITS Singing Voice Conversion
+11 stars
from 28,057 · score 2.48
80.dbolya / yolact
A simple, fully convolutional model for real-time instance segmentation.
+11 stars
from 5,241 · score 2.48
81.NVIDIAGameWorks / kaolin
A PyTorch Library for Accelerating 3D Deep Learning Research
+11 stars
from 5,179 · score 2.48
82.facebookresearch / fairseqArchived
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
+10 stars
from 32,200 · score 2.40
83.flairNLP / flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
+10 stars
from 14,385 · score 2.40
84.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.
+10 stars
from 4,059 · score 2.40
85.lightly-ai / lightly
A python library for self-supervised learning and latent world models on images.
+10 stars
from 3,816 · score 2.40
86.aqlaboratory / openfold
Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2
+10 stars
from 3,435 · score 2.40
87.pytorch / audio
Data manipulation and transformation for audio signal processing, powered by PyTorch
+10 stars
from 2,950 · score 2.40
88.cornellius-gp / gpytorch
A highly efficient implementation of Gaussian Processes in PyTorch
+9 stars
from 3,922 · score 2.30
89.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.
+8 stars
from 8,837 · score 2.20
90.superduper-io / superduper
Superduper: End-to-end framework for building custom AI applications and agents.
+8 stars
from 5,320 · score 2.20
91.huggingface / text-generation-inferenceArchived
Large Language Model Text Generation Inference
+7 stars
from 10,875 · score 2.08
92.open-mmlab / mmengine
OpenMMLab Foundational Library for Training Deep Learning Models
+7 stars
from 1,499 · score 2.08
93.ymcui / Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
+6 stars
from 10,226 · score 1.95
94.linto-ai / whisper-timestamped
Multilingual Automatic Speech Recognition with word-level timestamps and confidence
+6 stars
from 2,851 · score 1.95
95.Mariewelt / OpenChem
OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research
+6 stars
from 753 · score 1.95
96.microsoft / nniArchived
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
+5 stars
from 14,361 · score 1.79
97.allenai / allennlpArchived
An open-source NLP research library, built on PyTorch.
+5 stars
from 11,878 · score 1.79
98.benedekrozemberczki / pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
+5 stars
from 2,991 · score 1.79
99.takuseno / d3rlpy
An offline deep reinforcement learning library
+5 stars
from 1,683 · score 1.79
100.keras-team / keras-hub
Pretrained model hub for Keras 3.
+5 stars
from 992 · score 1.79