1.rohitg00 / ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
+13,353 stars
from 62,894 · score 9.50
Trending repositories
Ranked by Attention Score: stars gained over the last 30 complete days
1–100 of 240 by Attention Score · Oct 4, 2026 – Nov 2, 2026 (UTC)
2.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
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.
+1,561 stars
from 16,887 · score 7.35
4.pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
+1,543 stars
from 103,527 · score 7.34
5.paperless-ngx / paperless-ngx
A community-supported supercharged document management system: scan, index and archive all your documents
+1,336 stars
from 46,197 · score 7.20
6.openbq-org / OpenBB
Open Data Platform for analysts, quants and AI agents.
+1,290 stars
from 73,709 · score 7.16
7.harvard-edge / cs249r_book
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
+1,036 stars
from 28,727 · score 6.94
8.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。
+932 stars
from 81,264 · score 6.84
9.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
10.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.
+860 stars
from 49,048 · score 6.76
11.stas00 / ml-engineering
Machine Learning Engineering Open Book
+575 stars
from 19,069 · score 6.36
12.scikit-learn / scikit-learn
scikit-learn: machine learning in Python
+563 stars
from 67,401 · score 6.34
13.srbhr / Resume-Matcher
The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.
+520 stars
from 28,516 · score 6.26
14.roboflow / supervision
We write your reusable computer vision tools. 💜
+435 stars
from 51,019 · score 6.08
15.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
16.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.
+427 stars
from 22,970 · score 6.06
17.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.
+409 stars
from 28,209 · score 6.02
18.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+380 stars
from 11,396 · score 5.94
19.streamlit / streamlit
Streamlit — A faster way to build and share data apps.
+371 stars
from 45,830 · score 5.92
20.gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
+349 stars
from 43,610 · score 5.86
21.apache / airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
+346 stars
from 46,997 · score 5.85
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.
+342 stars
from 32,906 · score 5.84
23.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
+293 stars
from 18,808 · score 5.68
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.
+255 stars
from 29,727 · score 5.55
25.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
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, ... 🧠
+178 stars
from 67,457 · score 5.19
27.owainlewis / awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
+165 stars
from 16,592 · score 5.11
28.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
29.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
30.serengil / deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
+147 stars
from 23,482 · score 5.00
31.optuna / optuna
A hyperparameter optimization framework
+138 stars
from 14,863 · score 4.93
32.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。
+130 stars
from 21,557 · score 4.88
33.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
34.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.
+116 stars
from 10,661 · score 4.76
35.ageitgey / face_recognition
The world's simplest facial recognition api for Python and the command line
+111 stars
from 56,751 · score 4.72
36.DLR-RM / stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
+108 stars
from 13,848 · score 4.69
37.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+108 stars
from 12,031 · score 4.69
38.keras-team / keras
Deep Learning for humans
+104 stars
from 64,307 · score 4.65
39.apache / tvm
Open Machine Learning Compiler Framework
+101 stars
from 13,785 · score 4.62
40.onnx / onnx
Open standard for machine learning interoperability
+94 stars
from 21,540 · score 4.55
41.explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
+93 stars
from 33,917 · score 4.54
42.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
43.deepfakes / faceswap
Deepfakes Software For All
+90 stars
from 57,508 · score 4.51
44.triton-inference-server / server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
+89 stars
from 11,033 · score 4.50
45.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
46.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
47.treeverse / dvc
🦉 Data Versioning and ML Experiments
+64 stars
from 15,890 · score 4.17
48.recommenders-team / recommenders
Best Practices on Recommendation Systems
+61 stars
from 21,912 · score 4.13
49.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
50.pytorch / vision
Datasets, Transforms and Models specific to Computer Vision
+59 stars
from 17,923 · score 4.09
51.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+56 stars
from 10,751 · score 4.04
52.X-DataInitiative / tick
Module for statistical learning, with a particular emphasis on time-dependent modelling
+55 stars
from 556 · score 4.03
53.iperov / DeepFaceLiveArchived
Real-time face swap for PC streaming or video calls
+54 stars
from 30,972 · score 4.01
54.Netflix / metaflow
Build, Manage and Deploy AI/ML Systems
+53 stars
from 10,281 · score 3.99
55.drivendataorg / cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
+51 stars
from 10,072 · score 3.95
56.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
57.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.
+46 stars
from 29,340 · score 3.85
58.LibrePhotos / librephotos
A self-hosted open source photo management service.
+46 stars
from 8,077 · score 3.85
59.MorvanZhou / tutorials
机器学习相关教程
+45 stars
from 13,044 · score 3.83
60.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.
+45 stars
from 11,679 · score 3.83
61.sktime / sktime
A unified framework for machine learning with time series
+45 stars
from 10,040 · score 3.83
62.Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
+44 stars
from 4,914 · score 3.81
63.zalandoresearch / fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
+43 stars
from 12,836 · score 3.78
64.Yorko / mlcourse.ai
Open Machine Learning Course
+43 stars
from 10,730 · score 3.78
65.GetBindu / Bindu
Bindu: The identity, communication, and payments layer for AI agents.
+43 stars
from 9,972 · score 3.78
66.lukas-blecher / LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
+42 stars
from 16,558 · score 3.76
67.chemprop / chemprop
Message Passing Neural Networks for Molecule Property Prediction
+42 stars
from 2,473 · score 3.76
68.feast-dev / feast
The Open Source Feature Store for AI/ML
+41 stars
from 7,311 · score 3.74
69.unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
+40 stars
from 9,532 · score 3.71
70.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
71.nltk / nltk
NLTK Source
+38 stars
from 14,725 · score 3.66
72.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
+37 stars
from 21,327 · score 3.64
73.Data-Centric-AI-Community / fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
+37 stars
from 13,708 · score 3.64
74.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
+37 stars
from 5,596 · score 3.64
75.jslee02 / awesome-robotics-libraries
:sunglasses: A curated list of robotics libraries and software
+35 stars
from 3,065 · score 3.58
76.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
+33 stars
from 10,389 · score 3.53
77.online-ml / river
🌊 Online machine learning in Python
+33 stars
from 6,108 · score 3.53
78.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.
+32 stars
from 14,160 · score 3.50
79.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
80.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.
+30 stars
from 11,010 · score 3.43
81.jindongwang / transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
+29 stars
from 14,350 · score 3.40
82.doccano / doccano
Open source annotation tool for machine learning practitioners.
+28 stars
from 10,780 · score 3.37
83.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
+28 stars
from 4,274 · score 3.37
84.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
85.ludwig-ai / ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
+25 stars
from 11,767 · score 3.26
86.uber / causalml
Uplift modeling and causal inference with machine learning algorithms
+24 stars
from 6,013 · score 3.22
87.piskvorky / gensim
Topic Modelling for Humans
+23 stars
from 16,485 · score 3.18
88.NVIDIA / cuml
NVIDIA cuML: GPU-Accelerated Machine Learning
+21 stars
from 5,295 · score 3.09
89.iperov / DeepFaceLabArchived
DeepFaceLab is the leading software for creating deepfakes.
+20 stars
from 19,254 · score 3.04
90.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
91.Nixtla / mlforecast
Scalable machine 🤖 learning for time series forecasting.
+19 stars
from 1,280 · score 3.00
92.likedan / Awesome-CoreML-Models
Largest list of models for Core ML (for iOS 11+)
+18 stars
from 7,050 · score 2.94
93.aimhubio / aim
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
+18 stars
from 6,272 · score 2.94
94.google-deepmind / optax
Optax is a gradient processing and optimization library for JAX.
+18 stars
from 2,342 · score 2.94
95.gcorso / DiffDock
Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking
+18 stars
from 1,576 · score 2.94
96.bytewax / bytewax
Python Stream Processing
+17 stars
from 2,053 · score 2.89
97.CPJKU / madmom
Python audio and music signal processing library
+17 stars
from 1,718 · score 2.89
98.jankrepl / deepdow
Portfolio optimization with deep learning.
+17 stars
from 1,182 · score 2.89
99.snorkel-team / snorkel
A system for quickly generating training data with weak supervision
+15 stars
from 6,011 · score 2.77
100.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.
+14 stars
from 37,346 · score 2.71