All repos — GH Trending Explorer

A collection of 177 validated scientific skills for AI agents, covering biology, chemistry, medicine, and data analysis, plus 100+ scientific database references.

ai-agents learning-resources science

streamlit / streamlit

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

aixisstudio / Snitch

Real-time network traffic visualizer — see every connection your computer makes. Privacy-first, 100% local. / Visualiseur de trafic réseau en temps réel, 100% local.

realmyang / MLView

Interactive, source-linked ML workflow diagrams written by your coding assistant (Copilot, Codex or Claude Code) and opened in VS Code.

apache / superset

Apache Superset is a Data Visualization and Data Exploration Platform

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.

reflex-dev / reflex

🕸️ Web apps in pure Python 🐍

plotly / plotly.py

The interactive graphing library for Python :sparkles:

secdev / scapy

Scapy: the Python-based interactive packet manipulation program & library.

polakowo / vectorbt

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

reflex-dev / xy

Ultra-fast and customizable Python charts

VILA-Lab / FigMirror

An Automated AI Agent Tool for Plotting Your Data in Any Paper's Figure Style.

OSINT-Experts-Society / Consensus-OSINT

🔎 Username, email & phone OSINT — 9,700+ lookup checks from 19 projects, with profile enrichment, bulk searches, evidence graphs and expert-reviewed updates.

gradio-app / gradio

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

matplotlib / matplotlib

matplotlib: plotting with Python

networkx / networkx

Network Analysis in Python

mwaskom / seaborn

Statistical data visualization in Python

gaogaotiantian / viztracer

A debugging and profiling tool that can trace and visualize python code execution

datajuicer / data-juicer

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

olalie / tapmap

Watch your computer connect across the internet in real time. Discover the world behind your apps.

hang-jin / editaplot

AI-guided editable scientific figures with Codex and local Origin/OriginPro

getredash / redash

Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

plotly / dash

Data Apps & Dashboards for Python. No JavaScript Required.

spotify / luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

BigBodyCobain / Shadowbroker

Open-source intelligence for the global theater. Track everything from the corporate/private jets of the wealthy, and spy satellites, to seismic events in one unified interface. Hook an AI agent up to have it parse through data and find previously unseen correlations. The knowledge is available to all but rarely aggregated in the open, until now.

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！

SwanHubX / SwanLab

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

mckinsey / vizro

Vizro is a low-code toolkit for building high-quality data visualization apps.

arpanghosh8453 / garmin-grafana

A Dockerized python Script to fetch Garmin health data and populate that in a InfluxDB Database, for visualization long term health trends with Grafana

linto-ai / whisper-timestamped

Multilingual Automatic Speech Recognition with word-level timestamps and confidence

opengeos / GeoAgent

A multimodal AI agent for geospatial data analysis and interactive visualization

yunfanye / openhouse-3d

Turn real-estate listing photos into a 3D house model and a cinematic walkthrough video. Photo camera solving, procedural Blender (bpy) modeling, virtual staging, headless Cycles rendering and photo-vs-render comparison films.

google / langextract

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

vega / altair

Declarative visualization library for Python

fossasia / visdom

Tool for real-time visualization, monitoring and collaborative analysis of AI/ML experiments and live data. Supports Python, PyTorch/Torch, NumPy, TensorFlow/Keras https://visdom.dev