1.rohitg00 / ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
+31,039 stars
from 45,208 · score 10.34
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
1–100 of 267 by Attention Score · Aug 5, 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.
+5,624 stars
from 162,796 · score 8.63
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.
+4,354 stars
from 14,094 · score 8.38
4.openbq-org / OpenBB
Open Data Platform for analysts, quants and AI agents.
+3,960 stars
from 71,039 · score 8.28
5.paperless-ngx / paperless-ngx
A community-supported supercharged document management system: scan, index and archive all your documents
+3,750 stars
from 43,783 · score 8.23
6.pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
+3,330 stars
from 101,740 · score 8.11
7.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+3,138 stars
from 59,880 · score 8.05
8.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.
+3,115 stars
from 46,793 · score 8.04
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。
+3,079 stars
from 79,117 · score 8.03
10.roboflow / supervision
We write your reusable computer vision tools. 💜
+2,959 stars
from 48,495 · score 7.99
11.GetBindu / Bindu
Bindu: The identity, communication, and payments layer for AI agents.
+2,244 stars
from 7,771 · score 7.72
12.harvard-edge / cs249r_book
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
+2,218 stars
from 27,545 · score 7.70
13.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.
+1,343 stars
from 27,275 · score 7.20
14.scikit-learn / scikit-learn
scikit-learn: machine learning in Python
+1,306 stars
from 66,658 · score 7.18
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.
+1,293 stars
from 22,104 · score 7.17
16.srbhr / Resume-Matcher
The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.
+1,217 stars
from 27,819 · score 7.10
17.stas00 / ml-engineering
Machine Learning Engineering Open Book
+1,211 stars
from 18,433 · score 7.10
18.owainlewis / awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
+1,163 stars
from 15,594 · score 7.06
19.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
+1,157 stars
from 17,944 · score 7.05
20.apache / airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
+1,113 stars
from 46,230 · score 7.02
21.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.
+950 stars
from 32,298 · score 6.86
22.streamlit / streamlit
Streamlit — A faster way to build and share data apps.
+910 stars
from 45,291 · score 6.81
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.
+854 stars
from 43,320 · score 6.75
24.gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
+833 stars
from 43,126 · score 6.73
25.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.
+781 stars
from 29,201 · score 6.66
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, ... 🧠
+597 stars
from 67,038 · score 6.39
27.deepfakes / faceswap
Deepfakes Software For All
+545 stars
from 57,053 · score 6.30
28.deepspeedai / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
+541 stars
from 42,740 · score 6.30
29.serengil / deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
+531 stars
from 23,098 · score 6.28
30.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+491 stars
from 11,285 · score 6.20
31.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。
+458 stars
from 21,229 · score 6.13
32.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
+451 stars
from 10,175 · score 6.11
33.optuna / optuna
A hyperparameter optimization framework
+442 stars
from 14,559 · score 6.09
34.onnx / onnx
Open standard for machine learning interoperability
+426 stars
from 21,208 · score 6.06
35.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.
+377 stars
from 10,400 · score 5.93
36.DLR-RM / stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
+355 stars
from 13,601 · score 5.87
37.ageitgey / face_recognition
The world's simplest facial recognition api for Python and the command line
+350 stars
from 56,512 · score 5.86
38.huggingface / datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
+348 stars
from 21,754 · score 5.86
39.JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
+347 stars
from 29,777 · score 5.85
40.keras-team / keras
Deep Learning for humans
+305 stars
from 64,106 · score 5.72
41.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+293 stars
from 11,846 · score 5.68
42.explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
+289 stars
from 33,721 · score 5.67
43.apache / tvm
Open Machine Learning Compiler Framework
+275 stars
from 13,611 · score 5.62
44.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+261 stars
from 10,546 · score 5.57
45.online-ml / river
🌊 Online machine learning in Python
+255 stars
from 5,886 · score 5.55
46.triton-inference-server / server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
+241 stars
from 10,881 · score 5.49
47.bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
+240 stars
from 10,439 · score 5.48
48.Lightning-AI / pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
+234 stars
from 31,203 · score 5.46
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.
+225 stars
from 18,127 · score 5.42
50.sktime / sktime
A unified framework for machine learning with time series
+210 stars
from 9,875 · score 5.35
51.treeverse / dvc
🦉 Data Versioning and ML Experiments
+194 stars
from 15,760 · score 5.27
52.recommenders-team / recommenders
Best Practices on Recommendation Systems
+180 stars
from 21,793 · score 5.20
53.feast-dev / feast
The Open Source Feature Store for AI/ML
+180 stars
from 7,172 · score 5.20
54.pytorch / vision
Datasets, Transforms and Models specific to Computer Vision
+174 stars
from 17,808 · score 5.16
55.drivendataorg / cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
+167 stars
from 9,956 · score 5.12
56.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.
+166 stars
from 29,220 · score 5.12
57.lukas-blecher / LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
+158 stars
from 16,442 · score 5.07
58.Netflix / metaflow
Build, Manage and Deploy AI/ML Systems
+153 stars
from 10,181 · score 5.04
59.iperov / DeepFaceLiveArchived
Real-time face swap for PC streaming or video calls
+150 stars
from 30,876 · score 5.02
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.
+140 stars
from 11,584 · score 4.95
61.LibrePhotos / librephotos
A self-hosted open source photo management service.
+140 stars
from 7,983 · score 4.95
62.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.
+139 stars
from 3,378 · score 4.94
63.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
+136 stars
from 21,228 · score 4.92
64.MorvanZhou / tutorials
机器学习相关教程
+128 stars
from 12,961 · score 4.86
65.wandb / wandb
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
+125 stars
from 11,186 · score 4.84
66.Data-Centric-AI-Community / fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
+123 stars
from 13,622 · score 4.82
67.Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
+118 stars
from 4,840 · score 4.78
68.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.
+117 stars
from 10,923 · score 4.77
69.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.
+114 stars
from 14,078 · score 4.74
70.nltk / nltk
NLTK Source
+113 stars
from 14,650 · score 4.74
71.Yorko / mlcourse.ai
Open Machine Learning Course
+112 stars
from 10,661 · score 4.73
72.unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
+110 stars
from 9,462 · score 4.71
73.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
+110 stars
from 5,523 · score 4.71
74.zalandoresearch / fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
+108 stars
from 12,771 · score 4.69
75.uber / causalml
Uplift modeling and causal inference with machine learning algorithms
+108 stars
from 5,929 · score 4.69
76.jslee02 / awesome-robotics-libraries
:sunglasses: A curated list of robotics libraries and software
+102 stars
from 2,998 · score 4.63
77.jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
+98 stars
from 12,905 · score 4.60
78.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
+97 stars
from 10,325 · score 4.58
79.doccano / doccano
Open source annotation tool for machine learning practitioners.
+95 stars
from 10,713 · score 4.56
80.chemprop / chemprop
Message Passing Neural Networks for Molecule Property Prediction
+94 stars
from 2,421 · score 4.55
81.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
+89 stars
from 4,213 · score 4.50
82.aimhubio / aim
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
+86 stars
from 6,204 · score 4.47
83.zvtvz / zvt
modular quant framework.
+86 stars
from 4,234 · score 4.47
84.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.
+84 stars
from 37,276 · score 4.44
85.NVIDIA / cuml
NVIDIA cuML: GPU-Accelerated Machine Learning
+83 stars
from 5,233 · score 4.43
86.iperov / DeepFaceLabArchived
DeepFaceLab is the leading software for creating deepfakes.
+69 stars
from 19,205 · score 4.25
87.ludwig-ai / ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
+69 stars
from 11,723 · score 4.25
88.stanfordnlp / stanza
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
+65 stars
from 7,840 · score 4.19
89.jindongwang / transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
+63 stars
from 14,316 · score 4.16
90.piskvorky / gensim
Topic Modelling for Humans
+62 stars
from 16,446 · score 4.14
91.X-DataInitiative / tick
Module for statistical learning, with a particular emphasis on time-dependent modelling
+62 stars
from 549 · score 4.14
92.MLEveryday / 100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
+59 stars
from 22,174 · score 4.09
93.sunlabuiuc / PyHealth
A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.
+58 stars
from 1,634 · score 4.08
94.likedan / Awesome-CoreML-Models
Largest list of models for Core ML (for iOS 11+)
+56 stars
from 7,012 · score 4.04
95.google-deepmind / optax
Optax is a gradient processing and optimization library for JAX.
+55 stars
from 2,305 · score 4.03
96.pycaret / pycaret
Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
+54 stars
from 9,804 · score 4.01
97.CPJKU / madmom
Python audio and music signal processing library
+53 stars
from 1,682 · score 3.99
98.pyro-ppl / pyro
Deep universal probabilistic programming with Python and PyTorch
+52 stars
from 9,020 · score 3.97
99.jina-ai / serve
☁️ Build multimodal AI applications with cloud-native stack
+47 stars
from 21,803 · score 3.87
100.gunthercox / ChatterBot
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
+46 stars
from 14,477 · score 3.85