Repository Index

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

• data-analysis
• pandas
• flexible
• alignment

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

• python
• machine-learning
• data-science
• deep-learning

🕸️ Web apps in pure Python 🐍

• python
• framework
• open-source
• gui

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.

• notebooks
• python
• data-science
• machine-learning

An orchestration platform for the development, production, and observation of data assets.

• data-pipelines
• dagster
• workflow
• data-science

🦉 Data Versioning and ML Experiments

• data-science
• machine-learning
• reproducibility
• data-version-control

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

• agent
• ai
• automation
• data-mining

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

• machine-learning
• experiment-track
• deep-learning
• keras

The Open Source Feature Store for AI/ML

• machine-learning
• features
• ml
• big-data

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

• mlops
• machine-learning
• data-science
• production-ready

Build, test, deploy, iterate - Dev and prod tool for data science pipelines

• build-tool
• build-automation
• build-system
• data-science