Ranked by Attention Score: stars gained over the last 180 complete days
64 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 250,000+ scientists worldwide. 177 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
WeFlow - 一个本地的微信聊天记录导出和年度报告应用
AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:
Apache Superset is a Data Visualization and Data Exploration Platform
10 Weeks, 20 Lessons, Data Science for All!
scikit-learn: machine learning in Python
微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。
Streamlit — A faster way to build and share data apps.
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
The Cyber Swiss Army Knife - a web app for encryption, encoding, compression and data analysis
Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.
🔥 人人可用的开源 BI 工具，数据可视化神器。An open-source BI tool alternative to Tableau.
🕸️ Web apps in pure Python 🐍
Open Source Feature Flags, Experimentation, and Product Analytics
GoAccess is a real-time web log analyzer and interactive viewer that runs in a terminal in *nix systems or through your browser.
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，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等热门领域
Roadmap to becoming an Artificial Intelligence Expert in 2022
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Statsmodels: statistical modeling and econometrics in Python
PyGWalker: Turn your dataframe into an interactive UI for visual analysis
OpenRefine is a free, open source power tool for working with messy data and improving it
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Open Machine Learning Course
A Grammar of Graphics for Python
One advanced and mature open-source MPP (Massively Parallel Processing) database. Open source alternative to Greenplum Database.
Build data pipelines with SQL and Python, ingest data from different sources, add quality checks, and build end-to-end flows.
cuDF - GPU DataFrame Library
Beautiful, open source, WebGPU-based charting library
Data pipelines for cloud config and security data. Build cloud asset inventory, CSPM, FinOps, and vulnerability management solutions. Extract from AWS, Azure, GCP, and 70+ cloud and SaaS sources.
Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps. https://deepnote.com/
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
A curated list of awesome R packages, frameworks and software.
Matplot++: A C++ Graphics Library for Data Visualization 📊🗾
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
visual data prep powered by python
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Next generation of automated data exploratory analysis and visualization platform.
Visualize and compare datasets, target values and associations, with one line of code.
Powerful Analytics Solution. Setup in 30 seconds. Display all your data on a Simple, AI-powered dashboard. Fully self-hostable and GDPR compliant. Alternative to Google Analytics, MixPanel, Plausible, Umami & Matomo.
What's in your data? Extract schema, statistics and entities from datasets
Library for animated data visualizations and data stories.
The Universal Storage Engine
Java dataframe and visualization library
OctoSQL is a query tool that allows you to join, analyse and transform data from multiple databases and file formats using SQL.
cell detection in calcium imaging recordings
Missing data visualization module for Python.
NFStream: a Flexible Network Data Analysis Framework.
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Rumale is a machine learning library in Ruby
Visualize large time series data with plotly.py
This repository is a getting started guide to Singer.
Tabix.io UI
App to easily query, script, and visualize data from every database, file, and API.
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
oneAPI Data Analytics Library (oneDAL)
Turn CSV, Excel, and read-only databases into verified, editable business reports.
A lightweight Python package for teaching computational methods through art history. Extract and analyze artist-specific works from WikiArt with built-in visualizations. Designed for digital humanities and computational design courses. Features genre/style analysis, matplotlib integration, and pedagogical clarity over algorithmic complexity.
Dex : The Data Explorer -- A data visualization tool written in Java/Groovy/JavaFX capable of powerful ETL and publishing web visualizations.
Code and data used to create the examples in "Evidence-based Software Engineering based on the publicly available data"