{"repo":"klarEDA/klar-EDA","free":true,"listed":false,"github":"https://github.com/klarEDA/klar-EDA","clone":"git clone https://github.com/klarEDA/klar-EDA.git","description":"A python library for automated exploratory data analysis","language":"Python","stars":20,"topics":["csv-data-preprocessing","klar-eda","csv-data-visualization","exploratory-analysis","python-library","image-data-preprocessing","image-preprocessing","csv-preprocessing","csv-visualization","data-preprocessing"],"license":"MIT","category":"workflow-automation","readme_excerpt":"klar-EDA: A Modern Python Library for Automated Exploratory Data Analysis 🚀 📊 Overview Documentation - https://klareda.github.io/klar-EDA/ Presentation - https://youtu.be/FsDV6a-L-wo klar-EDA is a Python library that automates and modernizes exploratory data analysis, making data exploration faster, smarter, and more insightful. Originally created to ease data preprocessing and provide automated EDA techniques, klar-EDA v2.0 represents a complete modernization with AI-powered insights, async processing, and interactive visualizations. ✨ What's New in v2.0 🔄 Complete Architecture Modernization - Async Processing : 10x+ performance improvement with Polars and async operations - Interactive Visualizations : Modern charts with Plotly and Altair instead of static matplotlib - AI-Powered Insights : LLM-generated analysis summaries and recommendations - Plugin Architecture : Extensible system for custom analyzers and visualizations - Modern Development : Poetry, type hints, comprehensive testing, and CI/CD 🎯 Backward Compatibility The library maintains backward compatibility with v1 APIs while providing modern alternatives: 🚀 Quick Start Installation Basic Usage - v2.0 Modern API Legacy Usage - v1 API (Backward Compatible) 📚 Core Modules The library consists of the following modernized modules: 🔄 v2.0 Modules - Core Analysis Engine : Async data processing with Polars/Pandas - Interactive Visualizations : Plotly-based charts with real-time updates - AI Insights : OpenAI-powere","default_branch":null,"files":null,"tree":[],"storefront":"/r/klarEDA","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/klarEDA/klar-EDA/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}