1.rohitg00 / ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
+70,174 stars
from 6,073 · score 11.16
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
1–100 of 212 by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.roboflow / supervision
We write your reusable computer vision tools. 💜
+13,490 stars
from 37,964 · score 9.51
3.wanshuiyin / Auto-claude-code-research-in-sleep
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.
+10,451 stars
from 7,997 · score 9.25
4.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
5.microsoft / qlib
Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.
+8,222 stars
from 41,686 · score 9.01
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.pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
+6,186 stars
from 98,884 · score 8.73
8.harvard-edge / cs249r_book
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
+5,936 stars
from 23,827 · score 8.69
9.d2l-ai / d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
+5,130 stars
from 77,066 · score 8.54
10.AUTOMATIC1111 / stable-diffusion-webui
Stable Diffusion web UI
+4,170 stars
from 161,044 · score 8.34
11.SYSTRAN / faster-whisper
Faster Whisper transcription with CTranslate2
+3,908 stars
from 22,466 · score 8.27
12.owainlewis / awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
+3,186 stars
from 13,571 · score 8.07
13.GeeeekExplorer / nano-vllm
Nano vLLM
+3,109 stars
from 13,144 · score 8.04
14.deepfakes / faceswap
Deepfakes Software For All
+2,737 stars
from 54,861 · score 7.91
15.streamlit / streamlit
Streamlit — A faster way to build and share data apps.
+2,088 stars
from 44,113 · score 7.64
16.eriklindernoren / ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
+2,088 stars
from 31,160 · score 7.64
17.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
18.gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
+1,800 stars
from 42,159 · score 7.50
19.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
20.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
21.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
22.ultralytics / yolov5
Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
+1,389 stars
from 56,858 · score 7.24
23.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
24.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
25.camel-ai / camel
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
+1,284 stars
from 16,723 · score 7.16
26.serengil / deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
+1,119 stars
from 22,510 · score 7.02
27.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
28.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
29.onnx / onnx
Open standard for machine learning interoperability
+965 stars
from 20,669 · score 6.87
30.thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
+964 stars
from 12,072 · score 6.87
31.skypilot-org / skypilot
The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.
+907 stars
from 9,870 · score 6.81
32.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
33.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
34.zyddnys / manga-image-translator
Translate manga/image 一键翻译各类图片内文字 https://cotrans.touhou.ai/ (no longer working)
+832 stars
from 9,731 · score 6.73
35.Project-MONAI / MONAI
AI Toolkit for Healthcare Imaging
+745 stars
from 8,070 · score 6.61
36.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
37.keras-team / keras
Deep Learning for humans
+689 stars
from 63,722 · score 6.54
38.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+678 stars
from 11,461 · score 6.52
39.explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
+634 stars
from 33,376 · score 6.45
40.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
41.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+626 stars
from 11,150 · score 6.44
42.apache / tvm
Open Machine Learning Compiler Framework
+623 stars
from 13,263 · score 6.44
43.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+591 stars
from 10,216 · score 6.38
44.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
45.mlfoundations / open_clip
An open source implementation of CLIP.
+551 stars
from 13,688 · score 6.31
46.wkentaro / labelme
Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.
+541 stars
from 15,710 · score 6.30
47.triton-inference-server / server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
+533 stars
from 10,589 · score 6.28
48.pyg-team / pytorch_geometric
Graph Neural Network Library for PyTorch
+516 stars
from 23,614 · score 6.25
49.Lightning-AI / litgpt
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
+490 stars
from 13,251 · score 6.20
50.microsoft / LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
+482 stars
from 13,411 · score 6.18
51.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
52.deezer / spleeter
Deezer source separation library including pretrained models.
+476 stars
from 28,034 · score 6.17
53.donnemartin / data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
+472 stars
from 28,914 · score 6.16
54.TencentARC / GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
+470 stars
from 37,227 · score 6.15
55.speechbrain / speechbrain
A PyTorch-based Speech Toolkit
+456 stars
from 11,460 · score 6.12
56.deepchem / deepchem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
+449 stars
from 6,668 · score 6.11
57.recommenders-team / recommenders
Best Practices on Recommendation Systems
+424 stars
from 21,549 · score 6.05
58.yunjey / pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
+410 stars
from 32,111 · score 6.02
59.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
60.lukas-blecher / LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
+397 stars
from 16,203 · score 5.99
61.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
62.sapientinc / HRM
Hierarchical Reasoning Model Official Release
+363 stars
from 12,303 · score 5.90
63.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
64.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
65.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
66.floodsung / Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
+326 stars
from 39,278 · score 5.79
67.hpcaitech / ColossalAI
Making large AI models cheaper, faster and more accessible
+307 stars
from 41,126 · score 5.73
68.tensorflow / tensor2tensorArchived
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
+305 stars
from 17,167 · score 5.72
69.iperov / DeepFaceLabArchived
DeepFaceLab is the leading software for creating deepfakes.
+301 stars
from 18,973 · score 5.71
70.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
71.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
72.OpenMOSS / MOSS
An open-source, tool-augmented conversational language model from Fudan University
+286 stars
from 12,041 · score 5.66
73.Data-Centric-AI-Community / fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
+282 stars
from 13,463 · score 5.65
74.junyanz / pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
+271 stars
from 24,997 · score 5.61
75.rushter / MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations
+257 stars
from 10,924 · score 5.55
76.unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
+256 stars
from 9,316 · score 5.55
77.svc-develop-team / so-vits-svcArchived
SoftVC VITS Singing Voice Conversion
+255 stars
from 27,813 · score 5.55
78.evilsocket / pwnagotchi
(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
+255 stars
from 8,991 · score 5.55
79.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
+254 stars
from 5,379 · score 5.54
80.birdnet-team / BirdNET-Analyzer
BirdNET analyzer for scientific audio data processing.
+249 stars
from 1,492 · score 5.52
81.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
+247 stars
from 4,055 · score 5.51
82.lucidrains / denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
+244 stars
from 10,480 · score 5.50
83.babysor / MockingBird
🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time
+243 stars
from 36,639 · score 5.50
84.zalandoresearch / fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
+223 stars
from 12,656 · score 5.41
85.cvg / Hierarchical-Localization
Visual localization made easy with hloc
+219 stars
from 4,038 · score 5.39
86.HumanSignal / labelImgArchived
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
+216 stars
from 24,815 · score 5.38
87.RUCAIBox / RecBole
A unified, comprehensive and efficient recommendation library
+216 stars
from 4,391 · score 5.38
88.tatsu-lab / stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
+170 stars
from 30,061 · score 5.14
89.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
90.ludwig-ai / ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
+154 stars
from 11,638 · score 5.04
91.MLEveryday / 100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
+134 stars
from 22,099 · score 4.91
92.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
93.jindongwang / transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
+125 stars
from 14,254 · score 4.84
94.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
95.jina-ai / serve
☁️ Build multimodal AI applications with cloud-native stack
+118 stars
from 21,732 · score 4.78
96.scverse / scvi-tools
Deep probabilistic analysis of single-cell and spatial omics data
+113 stars
from 1,606 · score 4.74
97.davidsandberg / facenet
Face recognition using Tensorflow
+108 stars
from 14,251 · score 4.69
98.lightly-ai / lightly
A python library for self-supervised learning and latent world models on images.
+108 stars
from 3,718 · score 4.69
99.pyro-ppl / pyro
Deep universal probabilistic programming with Python and PyTorch
+106 stars
from 8,966 · score 4.67
100.huggingface / text-generation-inferenceArchived
Large Language Model Text Generation Inference
+98 stars
from 10,784 · score 4.60