{"repo":"vertica/VerticaPy","free":true,"listed":false,"github":"https://github.com/vertica/VerticaPy","clone":"git clone https://github.com/vertica/VerticaPy.git","description":"VerticaPy is a Python library that exposes sci-kit like functionality to conduct data science projects on data stored in Vertica, thus taking advantage Vertica’s speed and built-in analytics and machine learning capabilities.","language":"Python","stars":227,"topics":["vertica","machine-learning","python","big-data","data-visualization","preparation","data-science","python-library"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":":star: 2023-12-01: VerticaPy secures 200 stars. :loudspeaker: 2020-06-27: Vertica-ML-Python has been renamed to VerticaPy. :warning: The following README is for VerticaPy 1.1.x and onwards, and so some of the elements may not be present in the previous versions. :scroll: Some basic syntax can be found in the cheat sheet. 📰 Check out the latest newsletter here. VerticaPy VerticaPy is a Python library with scikit-like functionality used to conduct data science projects on data stored in Vertica, taking advantage of Vertica’s speed and built-in analytics and machine learning features. VerticaPy offers robust support for the entire data science life cycle, uses a 'pipeline' mechanism to sequentialize data transformation operations, and offers beautiful graphical options. Table of Contents - Introduction - Installation - Connecting to the Database - Documentation - Use-cases - Highlighted Features - Themes - Dark Light - SQL Magic - SQL Plots - Diverse Database Connections - Python and SQL Combo - Charts - Complete ML pipeline - Quickstart - Help and Support - Contributing - Communication Introduction Vertica was the first real analytic columnar database and is still the fastest in the market. However, SQL alone isn't flexible enough to meet the needs of data scientists. Python has quickly become the most popular tool in this domain, owing much of its flexibility to its high-level of abstraction and impressively large and ever-growing set of libraries. Its accessibility has led t","default_branch":null,"files":null,"tree":[],"storefront":"/r/vertica","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/vertica/VerticaPy/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."}