GitHub stars · StarDay

1eriklindernoren / ML-From-ScratchMachine 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.PythonMIT · Permissive33,278

2academic / awesome-datascience:memo: An awesome Data Science repository to learn and apply for real world problems.MIT · Permissive30,294

3JaidedAI / EasyOCRReady-to-use OCR project supporting multiple languages and writing systems.PythonApache-2.0 · Permissive30,129

4EthicalML / awesome-production-machine-learningA curated list of awesome open source libraries to deploy, monitor, version and scale your machine learningMIT · Permissive21,075

5lightgbm-org / LightGBMA fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.C++MIT · Permissive18,954

6piskvorky / gensimTopic Modelling for HumansPythonLGPL-2.1 · Share derivative source16,512

7microsoft / RD-AgentResearch agent for automating data- and model-oriented development workflows.PythonMIT · Permissive15,254

8tangyudi / Ai-LearnArtificial intelligence learning roadmap, sorting out nearly 200 practical cases and projects, providing free supporting textbooks, zero-based entry, and practical employment! Including: Python, mathematics, machine learning, data analysis, deep learning, computer vision, natural language processing, PyTorch tensorflow machine-learning, deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv and other popular areasLicense not declared13,457

9rasbt / python-machine-learning-bookThe "Python Machine Learning (1st edition)" book code repository and info resourceJupyter NotebookMIT · Permissive12,666

10sktime / sktimeA unified framework for machine learning with time seriesPythonBSD-3-Clause · Permissive10,092

11yzhao062 / pyodA Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.PythonBSD-2-Clause · Permissive10,078

12jivoi / awesome-ml-for-cybersecurity:octocat: Machine Learning for Cyber SecurityLicense not declared9,536

13yzhao062 / anomaly-detection-resourcesAnomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!PythonAGPL-3.0 · Share derivative source9,440

14catboost / catboostGradient boosting library for ranking, classification, regression, and related machine learning tasks.C++Apache-2.0 · Permissive9,194

15faridrashidi / kaggle-solutions🏅 Collection of Kaggle Solutions and Ideas 🏅AstroMIT · Permissive6,550

16biolab / orange3🍊 :bar_chart: :bulb: Orange: Interactive data analysisPythonLicense not declared5,738

17rasbt / mlxtendA library of extension and helper modules for Python's data analysis and machine learning libraries.PythonLicense not declared5,191

18deanmalmgren / textractextract text from any document. no muss. no fuss.HTMLMIT · Permissive4,730

19r0f1 / datascienceCurated list of Python resources for data science.CC0-1.0 · Permissive4,689

20alibaba / AlinkAlink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.JavaApache-2.0 · Permissive3,614