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 259 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.openbq-org / OpenBB
Open Data Platform for analysts, quants and AI agents.
+8,561 stars
from 66,438 · score 9.06
6.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
7.paperless-ngx / paperless-ngx
A community-supported supercharged document management system: scan, index and archive all your documents
+7,588 stars
from 39,945 · score 8.93
8.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
9.pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
+6,186 stars
from 98,884 · score 8.73
10.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
11.GetBindu / Bindu
Bindu: The identity, communication, and payments layer for AI agents.
+5,436 stars
from 4,579 · score 8.60
12.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
13.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
14.mlflow / mlflow
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
+3,037 stars
from 25,581 · score 8.02
15.marimo-team / marimo
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
+2,778 stars
from 20,619 · score 7.93
16.deepfakes / faceswap
Deepfakes Software For All
+2,737 stars
from 54,861 · score 7.91
17.scikit-learn / scikit-learn
scikit-learn: machine learning in Python
+2,435 stars
from 65,529 · score 7.80
18.srbhr / Resume-Matcher
The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.
+2,432 stars
from 26,604 · score 7.80
19.apache / airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
+2,317 stars
from 45,026 · score 7.75
20.bbfamily / abu
阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构
+2,228 stars
from 16,873 · score 7.71
21.streamlit / streamlit
Streamlit — A faster way to build and share data apps.
+2,088 stars
from 44,113 · score 7.64
22.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
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.
+2,008 stars
from 42,166 · score 7.61
24.stas00 / ml-engineering
Machine Learning Engineering Open Book
+1,924 stars
from 17,720 · score 7.56
25.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
26.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
27.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
28.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
29.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
30.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
31.optuna / optuna
A hyperparameter optimization framework
+989 stars
from 14,012 · score 6.90
32.onnx / onnx
Open standard for machine learning interoperability
+965 stars
from 20,669 · score 6.87
33.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
34.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
35.Zeyi-Lin / HivisionIDPhotos
⚡️HivisionIDPhotos: a lightweight and efficient AI ID photos tools. 一个轻量级的AI证件照制作算法。
+868 stars
from 20,819 · score 6.77
36.DLR-RM / stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
+840 stars
from 13,116 · score 6.73
37.ageitgey / face_recognition
The world's simplest facial recognition api for Python and the command line
+804 stars
from 56,058 · score 6.69
38.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
39.keras-team / keras
Deep Learning for humans
+689 stars
from 63,722 · score 6.54
40.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+678 stars
from 11,461 · score 6.52
41.explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
+634 stars
from 33,376 · score 6.45
42.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
43.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
44.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+626 stars
from 11,150 · score 6.44
45.apache / tvm
Open Machine Learning Compiler Framework
+623 stars
from 13,263 · score 6.44
46.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+591 stars
from 10,216 · score 6.38
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.iperov / DeepFaceLiveArchived
Real-time face swap for PC streaming or video calls
+526 stars
from 30,500 · score 6.27
49.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
50.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
51.treeverse / dvc
🦉 Data Versioning and ML Experiments
+448 stars
from 15,506 · score 6.11
52.recommenders-team / recommenders
Best Practices on Recommendation Systems
+424 stars
from 21,549 · score 6.05
53.pytorch / vision
Datasets, Transforms and Models specific to Computer Vision
+402 stars
from 17,580 · score 6.00
54.lukas-blecher / LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
+397 stars
from 16,203 · score 5.99
55.feast-dev / feast
The Open Source Feature Store for AI/ML
+385 stars
from 6,967 · score 5.96
56.sktime / sktime
A unified framework for machine learning with time series
+379 stars
from 9,706 · score 5.94
57.drivendataorg / cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
+367 stars
from 9,756 · score 5.91
58.online-ml / river
🌊 Online machine learning in Python
+360 stars
from 5,781 · score 5.89
59.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
60.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
61.cleanlab / cleanlab
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
+327 stars
from 11,397 · score 5.79
62.RasaHQ / rasa
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
+319 stars
from 21,045 · score 5.77
63.Netflix / metaflow
Build, Manage and Deploy AI/ML Systems
+307 stars
from 10,027 · score 5.73
64.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
65.iperov / DeepFaceLabArchived
DeepFaceLab is the leading software for creating deepfakes.
+301 stars
from 18,973 · score 5.71
66.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
67.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
68.MorvanZhou / tutorials
机器学习相关教程
+270 stars
from 12,819 · score 5.60
69.Yorko / mlcourse.ai
Open Machine Learning Course
+263 stars
from 10,510 · score 5.58
70.rushter / MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations
+257 stars
from 10,924 · score 5.55
71.unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
+256 stars
from 9,316 · score 5.55
72.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
+254 stars
from 5,379 · score 5.54
73.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
+247 stars
from 4,055 · score 5.51
74.donnemartin / awesome-aws
A curated list of awesome Amazon Web Services (AWS) libraries, open source repos, guides, blogs, and other resources. Featuring the Fiery Meter of AWSome.
+245 stars
from 13,947 · score 5.51
75.kedro-org / kedro
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
+240 stars
from 10,800 · score 5.48
76.nltk / nltk
NLTK Source
+237 stars
from 14,526 · score 5.47
77.uber / causalml
Uplift modeling and causal inference with machine learning algorithms
+233 stars
from 5,804 · score 5.46
78.zvtvz / zvt
modular quant framework.
+228 stars
from 4,092 · score 5.43
79.zalandoresearch / fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
+223 stars
from 12,656 · score 5.41
80.LAION-AI / Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
+221 stars
from 37,139 · score 5.40
81.aimhubio / aim
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
+219 stars
from 6,071 · score 5.39
82.LibrePhotos / librephotos
A self-hosted open source photo management service.
+218 stars
from 7,905 · score 5.39
83.Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
+214 stars
from 4,744 · score 5.37
84.jslee02 / awesome-robotics-libraries
:sunglasses: A curated list of robotics libraries and software
+214 stars
from 2,886 · score 5.37
85.Jack-Cherish / Machine-Learning
:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归
+212 stars
from 10,210 · score 5.36
86.doccano / doccano
Open source annotation tool for machine learning practitioners.
+205 stars
from 10,603 · score 5.33
87.chemprop / chemprop
Message Passing Neural Networks for Molecule Property Prediction
+174 stars
from 2,341 · score 5.16
88.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
89.piskvorky / gensim
Topic Modelling for Humans
+159 stars
from 16,349 · score 5.08
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.NVIDIA / cuml
NVIDIA cuML: GPU-Accelerated Machine Learning
+153 stars
from 5,163 · score 5.04
92.pycaret / pycaret
Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
+142 stars
from 9,716 · score 4.96
93.MLEveryday / 100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
+134 stars
from 22,099 · score 4.91
94.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
95.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
96.jina-ai / serve
☁️ Build multimodal AI applications with cloud-native stack
+118 stars
from 21,732 · score 4.78
97.google-deepmind / optax
Optax is a gradient processing and optimization library for JAX.
+118 stars
from 2,242 · score 4.78
98.CPJKU / madmom
Python audio and music signal processing library
+109 stars
from 1,626 · score 4.70
99.lightly-ai / lightly
A python library for self-supervised learning and latent world models on images.
+108 stars
from 3,718 · score 4.69
100.likedan / Awesome-CoreML-Models
Largest list of models for Core ML (for iOS 11+)
+107 stars
from 6,961 · score 4.68