mito  by mito-ds

Jupyter extensions for faster Python coding

created 3 years ago
2,485 stars

Top 19.2% on sourcepulse

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Project Summary

Mito provides a suite of Jupyter extensions designed to accelerate Python development for data scientists and analysts. It integrates AI-powered coding assistance, an interactive spreadsheet interface for data exploration and manipulation, and seamless embedding into Streamlit and Dash applications, ultimately aiming to reduce manual coding and improve productivity.

How It Works

Mito offers three core components: Mito AI for context-aware chat and error debugging, a Mito Spreadsheet that translates spreadsheet actions (formulas, filters, pivots, graphs) into Python code, and integrations for embedding the spreadsheet into Streamlit and Dash applications. This approach aims to bridge the gap between interactive data manipulation and production-ready Python code.

Quick Start & Requirements

  • Install via pip: python -m pip install mito-ai mitosheet
  • Launch JupyterLab: jupyter lab
  • Requires JupyterLab 4.0+.
  • Detailed installation instructions: Mito Website

Highlighted Details

  • Context-aware AI Chat and error debugging within Jupyter.
  • Interactive spreadsheet interface with automatic Python code generation for all actions.
  • Enables embedding a fully-featured spreadsheet into Streamlit and Dash applications with minimal code.

Maintenance & Community

  • Open-source project built by and for the community.
  • Support channels include Discord and Slack.
  • Roadmap and feature details available on their plans page.

Licensing & Compatibility

  • Open-source. Specific license type not detailed in the README.
  • Compatibility with commercial or closed-source projects is not explicitly stated.

Limitations & Caveats

The README mentions a "Mito Pro" version, suggesting some features may be proprietary or require a paid subscription, though the core open-source offering is emphasized. Specific licensing details for commercial use are not provided.

Health Check
Last commit

1 day ago

Responsiveness

1 day

Pull Requests (30d)
55
Issues (30d)
8
Star History
42 stars in the last 90 days

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