data-science GitHub repositories

microsoft/RD-Agent

Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. 🔗https://aka.ms/RD-Agent-Tech-Report

★ 15.1K+39 todayPython

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scikit-learn/scikit-learn

scikit-learn: machine learning in Python

★ 68.0K+31 todayPython

microsoft/ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

★ 91.8K+26 todayJupyter Notebook

machine-learning developer-tools

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.

★ 23.3K+16 todayPython

ruc-datalab/EvoOntology

EvoOntology: A Self-Evolving Ontology Layer for Data Agents ⚙️ EvoOntology插件为Claude Code/Codex 建立&进化本体层

★ 1.1K+15 todayPython

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astroautomata/PySR

Symbolic Learning in Python and Julia

★ 4.2K+12 todayPython

polakowo/vectorbt

The research engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one.

★ 9.6K+12 todayPython

gradio-app/gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

★ 43.9K+10 todayPython

PriorLabs/TabPFN

⚡ TabPFN: Foundation Model for Tabular Data ⚡

★ 8.3K+10 todayPython

streamlit/streamlit

Streamlit — A faster way to build and share data apps.

★ 46.2K+9 todayPython

speedyapply/2027-AI-College-Jobs

2027 AI/ML internship & new graduate job list updated daily

apache/airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

lance-format/lance

Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

★ 7.2K+5 todayRust

fastai/fastbook

The fastai book, published as Jupyter Notebooks

★ 25.4K+5 todayJupyter Notebook

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.

academic/awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

★ 30.2K+4 todayUnknown

voxel51/fiftyone

Refine high-quality datasets and visual AI models

★ 11.2K+4 todayTypeScript

catboost/catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

★ 9.2K+4 todayC++

evidentlyai/evidently

Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

★ 8.0K+4 todayJupyter Notebook

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treeverse/dvc

🦉 Data Versioning and ML Experiments

★ 15.9K+4 todayPython

online-ml/river

🌊 Online machine learning in Python

★ 6.1K+4 todayPython

yzhao062/pyod

A 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.

bytewax/bytewax

Python Stream Processing

★ 2.1K+4 todayPython

ruc-datalab/DeepAnalyze

DeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师，自动分析大量数据，一键生成专业分析报告！

drivendataorg/cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

★ 10.1K+3 todayPython

Nixtla/statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

edtechre/pybroker

Algorithmic Trading in Python with Machine Learning

★ 3.7K+2 todayPython

explosion/spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

★ 34.0K+2 todayPython

datajuicer/data-juicer

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

★ 7.2K+2 todayPython

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dair-ai/AI-Papers-of-the-Week

🔥Highlighting the top ML papers every week.

★ 13.3K+2 todayUnknown

kubeflow/kubeflow

The Cloud Native AI Platform

★ 15.9K+2 todayUnknown

feast-dev/feast

The Open Source Feature Store for AI/ML

★ 7.3K+2 todayPython

supabase/supabase-py

Python Client for Supabase. Query Postgres from Flask, Django, FastAPI. Python user authentication, security policies, edge functions, file storage, and realtime data streaming. Good first issue.

★ 2.6K+2 todayPython

unit8co/darts

A python library for user-friendly forecasting and anomaly detection on time series.

★ 9.6K+2 todayPython

rasbt/mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

★ 5.2K+2 todayPython

Netflix/maestro

Maestro: Netflix’s Workflow Orchestrator

hosseinmoein/DataFrame

C++ DataFrame for statistical, financial, and ML analysis in modern C++

★ 3.0K+2 todayC++

shanmukh05/Machine-Learning-Roadmap

A roadmap for getting started with Machine Learning

★ 531+2 todayUnknown

aniketpotabatti/Data-Science-EBooks

A curated collection of eBooks on Data Science, Machine Learning, and AI to help you learn and grow.

★ 1.0K+1 todayUnknown

pgalko/BambooAI

AI data analyst for transparent, reproducible analysis. Works step by step in Python, verifies the evidence behind its reports, and supports a wide selection of models, including local open-weight models.

★ 826+1 todayPython

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