1.rohitg00 / ai-engineering-from-scratch
Learn AI Engineering! Learn it. Build it. Ship it for others.
+2,440 stars
from 73,807 · score 7.80
Trending repositories
Ranked by Attention Score: stars gained over the last 7 complete days
1–100 of 156 by Attention Score · Oct 27, 2026 – Nov 2, 2026 (UTC)
2.paperless-ngx / paperless-ngx
A community-supported supercharged document management system: scan, index and archive all your documents
+437 stars
from 47,096 · score 6.08
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.
+388 stars
from 18,060 · score 5.96
4.kornia / kornia
🐍 Geometric Computer Vision Library for Spatial AI
+329 stars
from 11,447 · score 5.80
5.openbq-org / OpenBB
Open Data Platform for analysts, quants and AI agents.
+298 stars
from 74,701 · score 5.70
6.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.
+259 stars
from 168,161 · score 5.56
7.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.
+204 stars
from 49,704 · score 5.32
8.ultralytics / ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
+188 stars
from 62,830 · score 5.24
9.srbhr / Resume-Matcher
The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.
+176 stars
from 28,860 · score 5.18
10.harvard-edge / cs249r_book
Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
+135 stars
from 29,628 · score 4.91
11.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.
+120 stars
from 33,128 · score 4.80
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。
+106 stars
from 82,090 · score 4.67
13.roboflow / supervision
We write your reusable computer vision tools. 💜
+93 stars
from 51,361 · score 4.54
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.
+87 stars
from 28,531 · score 4.48
15.streamlit / streamlit
Streamlit — A faster way to build and share data apps.
+84 stars
from 46,117 · score 4.44
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.
+79 stars
from 23,318 · score 4.38
17.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
+78 stars
from 19,023 · score 4.37
18.gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
+73 stars
from 43,886 · score 4.30
19.apache / airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
+66 stars
from 47,277 · score 4.20
20.stas00 / ml-engineering
Machine Learning Engineering Open Book
+55 stars
from 19,589 · score 4.03
21.scikit-learn / scikit-learn
scikit-learn: machine learning in Python
+52 stars
from 67,912 · score 3.97
22.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.
+52 stars
from 44,122 · score 3.97
23.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.
+51 stars
from 29,931 · score 3.95
24.TrenTorch / TrenTorch
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning
+51 stars
from 713 · score 3.95
25.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, ... 🧠
+35 stars
from 67,600 · score 3.58
26.optuna / optuna
A hyperparameter optimization framework
+35 stars
from 14,966 · score 3.58
27.BlueRingsLabs / no-shortcuts
Free Course : Data, Machine Learning, Deep Learning and AI Engineering, the long way round: the math, the code, the systems and the security. 173 lessons, 166 runnable labs, no shortcuts. Free under CC BY-NC 4.0.
+34 stars
from 132 · score 3.56
28.owainlewis / awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
+30 stars
from 16,727 · score 3.43
29.serengil / deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
+29 stars
from 23,600 · score 3.40
30.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.
+29 stars
from 10,748 · score 3.40
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。
+27 stars
from 21,660 · score 3.33
32.apache / tvm
Open Machine Learning Compiler Framework
+24 stars
from 13,862 · score 3.22
33.nerfstudio-project / nerfstudio
A collaboration friendly studio for NeRFs
+24 stars
from 12,115 · score 3.22
34.keras-team / keras
Deep Learning for humans
+23 stars
from 64,388 · score 3.18
35.JaidedAI / EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
+22 stars
from 30,102 · score 3.14
36.DLR-RM / stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
+22 stars
from 13,934 · score 3.14
37.vwxyzjn / cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
+20 stars
from 10,606 · score 3.04
38.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.
+19 stars
from 18,333 · score 3.00
39.Netflix / metaflow
Build, Manage and Deploy AI/ML Systems
+19 stars
from 10,315 · score 3.00
40.onnx / onnx
Open standard for machine learning interoperability
+17 stars
from 21,617 · score 2.89
41.explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
+16 stars
from 33,994 · score 2.83
42.zalandoresearch / fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
+16 stars
from 12,863 · score 2.83
43.X-DataInitiative / tick
Module for statistical learning, with a particular emphasis on time-dependent modelling
+16 stars
from 595 · score 2.83
44.huggingface / datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
+15 stars
from 22,087 · score 2.77
45.bigscience-workshop / petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
+15 stars
from 10,664 · score 2.77
46.bytewax / bytewax
Python Stream Processing
+14 stars
from 2,056 · score 2.71
47.drivendataorg / cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
+13 stars
from 10,110 · score 2.64
48.treeverse / dvc
🦉 Data Versioning and ML Experiments
+12 stars
from 15,942 · score 2.56
49.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+12 stars
from 10,795 · score 2.56
50.Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
+12 stars
from 4,946 · score 2.56
51.pytorch / vision
Datasets, Transforms and Models specific to Computer Vision
+11 stars
from 17,971 · score 2.48
52.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.
+11 stars
from 14,181 · score 2.48
53.MorvanZhou / tutorials
机器学习相关教程
+11 stars
from 13,078 · score 2.48
54.ludwig-ai / ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
+11 stars
from 11,781 · score 2.48
55.sunlabuiuc / PyHealth
A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.
+11 stars
from 1,681 · score 2.48
56.triton-inference-server / server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
+10 stars
from 11,112 · score 2.40
57.sktime / sktime
A unified framework for machine learning with time series
+10 stars
from 10,075 · score 2.40
58.unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
+10 stars
from 9,562 · score 2.40
59.jindongwang / transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
+9 stars
from 14,370 · score 2.30
60.deepspeedai / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
+8 stars
from 43,273 · score 2.20
61.recommenders-team / recommenders
Best Practices on Recommendation Systems
+8 stars
from 21,965 · score 2.20
62.LibrePhotos / librephotos
A self-hosted open source photo management service.
+8 stars
from 8,115 · score 2.20
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.
+8 stars
from 3,509 · score 2.20
64.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
+7 stars
from 21,357 · score 2.08
65.online-ml / river
🌊 Online machine learning in Python
+7 stars
from 6,134 · score 2.08
66.NVIDIA / cuml
NVIDIA cuML: GPU-Accelerated Machine Learning
+7 stars
from 5,309 · score 2.08
67.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
+7 stars
from 4,295 · score 2.08
68.jslee02 / awesome-robotics-libraries
:sunglasses: A curated list of robotics libraries and software
+7 stars
from 3,093 · score 2.08
69.gcorso / DiffDock
Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking
+7 stars
from 1,587 · score 2.08
70.ageitgey / face_recognition
The world's simplest facial recognition api for Python and the command line
+6 stars
from 56,856 · score 1.95
71.nltk / nltk
NLTK Source
+6 stars
from 14,757 · score 1.95
72.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.
+6 stars
from 11,034 · score 1.95
73.alteryx / featuretools
An open source python library for automated feature engineering
+6 stars
from 7,688 · score 1.95
74.CPJKU / madmom
Python audio and music signal processing library
+6 stars
from 1,729 · score 1.95
75.deepfakes / faceswap
Deepfakes Software For All
+5 stars
from 57,593 · score 1.79
76.Lightning-AI / pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.
+5 stars
from 31,432 · score 1.79
77.Data-Centric-AI-Community / fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
+5 stars
from 13,740 · score 1.79
78.Yorko / mlcourse.ai
Open Machine Learning Course
+5 stars
from 10,768 · score 1.79
79.feast-dev / feast
The Open Source Feature Store for AI/ML
+5 stars
from 7,347 · score 1.79
80.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
+5 stars
from 5,628 · score 1.79
81.pytorch / ignite
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
+5 stars
from 4,794 · score 1.79
82.elyra-ai / elyra
Elyra extends JupyterLab with an AI centric approach.
+5 stars
from 1,999 · score 1.79
83.jankrepl / deepdow
Portfolio optimization with deep learning.
+5 stars
from 1,194 · score 1.79
84.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.
+4 stars
from 11,720 · score 1.61
85.doccano / doccano
Open source annotation tool for machine learning practitioners.
+4 stars
from 10,804 · score 1.61
86.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
+4 stars
from 10,418 · score 1.61
87.uber / causalml
Uplift modeling and causal inference with machine learning algorithms
+4 stars
from 6,033 · score 1.61
88.lightly-ai / lightly
A python library for self-supervised learning and latent world models on images.
+4 stars
from 3,822 · score 1.61
89.feature-engine / feature_engine
Feature engineering and selection open-source Python library compatible with sklearn.
+4 stars
from 2,292 · score 1.61
90.skforecast / skforecast
Python library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models
+4 stars
from 1,540 · score 1.61
91.Nixtla / mlforecast
Scalable machine 🤖 learning for time series forecasting.
+4 stars
from 1,295 · score 1.61
92.stefanoviana / deepalpha
AI crypto trading bot with deep neural network (84.9% accuracy, 25 coins). BiLSTM + Attention trained on GPU. Bybit, Binance, OKX, Gate.io. Free cloud or self-hosted.
+4 stars
from 50 · score 1.61
93.jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
+3 stars
from 13,000 · score 1.39
94.scikit-learn-contrib / imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
+3 stars
from 7,131 · score 1.39
95.likedan / Awesome-CoreML-Models
Largest list of models for Core ML (for iOS 11+)
+3 stars
from 7,065 · score 1.39
96.NicolasHug / Surprise
A Python scikit for building and analyzing recommender systems
+3 stars
from 6,821 · score 1.39
97.lyst / lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
+3 stars
from 5,117 · score 1.39
98.zvtvz / zvt
modular quant framework.
+3 stars
from 4,317 · score 1.39
99.quixio / quix-streams
Python Streaming DataFrames for Kafka
+3 stars
from 1,580 · score 1.39
100.Mariewelt / OpenChem
OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research
+3 stars
from 756 · score 1.39