{"repo":"ahmed-mohamed-sn/olliePy","free":true,"listed":false,"github":"https://github.com/ahmed-mohamed-sn/olliePy","clone":"git clone https://github.com/ahmed-mohamed-sn/olliePy.git","description":"OlliePy is a python package which can help data scientists in exploring their data and evaluating and analysing their machine learning experiments by utilising the power and structure of modern web applications. The data scientist only needs to provide the data and any required information and OlliePy will generate the rest.","language":"Python","stars":53,"topics":["data-scientist","data-science","data-analytics","eda","exploratory-data-analysis","machine-learning","python","ai","error-analysis","dashboard"],"license":"MIT","category":"machine-learning","readme_excerpt":":speech balloon: Ask a question          :book: Read questions OlliePy OlliePy is a python package which can help data scientists in exploring their data and evaluating and analysing their machine learning experiments by utilising the power and structure of modern web applications. The data scientist only needs to provide the data and any required information and OlliePy will generate the rest. Documentation Get started by following the guide Installation pip install -U olliepy OS Support - Linux - MacOs - Windows (starting from olliepy v0.2.6+) Examples Get started using the provided examples Error analysis report for regression OlliePy can support you in doing error analysis for regression problems. Features - Compare different datasets - Compare different groups of error in you data. - Check for data shift by using the numerical and categorical features reports - Check for concept shift by using the patterns report Interactive dashboard OlliePy can also help you in creating an interactive dashboard in minutes. The dashboard can be used for EDA or error analysis for classification or regression problems. The performance of the dashboard depend on the size of the data, number of charts, and the specs of the machine used. Features - Draggable and resizeable charts - Cross filtering - Choose from 14 different customizable charts - Different aggregations can be applied - Searchable charts - Create new charts - Edit existing charts - Delet","default_branch":null,"files":null,"tree":[],"storefront":"/r/ahmed-mohamed-sn","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ahmed-mohamed-sn/olliePy/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."}