GitPlanet

Cheap and reliable Node.js hosting starts at $3/month, and $1/month static HTML hosting

Created with love in Canada, visit hostnodejs.com today

Feel like to post an Ad? Learn Details
All Projects → ahmed-mohamed-sn → olliePy

ahmed-mohamed-sn / olliePy

Licence: MIT License
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.

Programming Languages

python
139335 projects - #7 most used programming language

Labels

visualizationchartsdata-sciencedatamachine-learningaidashboardanalyticsexploratory-data-analysisedadata-analyticserror-analysisdata-scientist

Projects that are alternatives of or similar to olliePy

Sparkora
Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟
Stars: ✭ 51 (+10.87%)
Mutual labels:  exploratory-data-analysis, eda, data-analytics
Uplot
📈 A small, fast chart for time series, lines, areas, ohlc & bars
Stars: ✭ 6,808 (+14700%)
Mutual labels:  charts, analytics
Explorer
Data Explorer by Keen - point-and-click interface for analyzing and visualizing event data.
Stars: ✭ 725 (+1476.09%)
Mutual labels:  charts, analytics
Dashblocks
Enable Analytics in your Apps
Stars: ✭ 48 (+4.35%)
Mutual labels:  charts, analytics
Countly Sdk Web
Countly Product Analytics SDK for websites and web applications
Stars: ✭ 165 (+258.7%)
Mutual labels:  analytics, data-analytics
Abixen Platform
Abixen Platform
Stars: ✭ 530 (+1052.17%)
Mutual labels:  charts, analytics
Analytics
Simple, open-source, lightweight (< 1 KB) and privacy-friendly web analytics alternative to Google Analytics.
Stars: ✭ 9,469 (+20484.78%)
Mutual labels:  charts, analytics
Dremio Oss
Dremio - the missing link in modern data
Stars: ✭ 862 (+1773.91%)
Mutual labels:  analytics, data-analytics
Arcadeanalytics
Arcade Analytics is the first Open Source Graph Analytics platform. Connect your Graph Database (Neo4j, OrientDB, Amazon Neptune, Microsoft CosmosDB, etc) and RDBMS (Oracle, MySQL, Postgres, Microsoft SQLServer, MariaDB) to create powerful dashboards.
Stars: ✭ 161 (+250%)
Mutual labels:  charts, analytics
Chartbrew
Open-source web platform for creating charts out of different data sources (databases and APIs) 📈📊
Stars: ✭ 199 (+332.61%)
Mutual labels:  charts, analytics
Superset
Apache Superset is a Data Visualization and Data Exploration Platform
Stars: ✭ 42,634 (+92582.61%)
Mutual labels:  analytics, data-analytics
skimpy
skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
Stars: ✭ 236 (+413.04%)
Mutual labels:  exploratory-data-analysis, eda
Countly Sdk Cordova
Countly Product Analytics SDK for Cordova, Icenium and Phonegap
Stars: ✭ 69 (+50%)
Mutual labels:  analytics, data-analytics
Keen Js
https://keen.io/ JavaScript SDKs. Track users and visualise the results. Demo http://keen.github.io/keen-dataviz.js/
Stars: ✭ 588 (+1178.26%)
Mutual labels:  charts, analytics
Nsdb
Natural Series Database
Stars: ✭ 49 (+6.52%)
Mutual labels:  analytics, data-analytics
Umami
Umami is a simple, fast, website analytics alternative to Google Analytics.
Stars: ✭ 9,228 (+19960.87%)
Mutual labels:  charts, analytics
Inspectdf
🛠️ 📊 Tools for Exploring and Comparing Data Frames
Stars: ✭ 195 (+323.91%)
Mutual labels:  exploratory-data-analysis, eda
tellery
Tellery lets you build metrics using SQL and bring them to your team. As easy as using a document. As powerful as a data modeling tool.
Stars: ✭ 219 (+376.09%)
Mutual labels:  analytics, data-analytics
Dashboards
Responsive dashboard templates 📊✨
Stars: ✭ 10,914 (+23626.09%)
Mutual labels:  charts, analytics
leila
Librería para la evaluación de calidad de datos, e interacción con el portal de datos.gov.co
Stars: ✭ 56 (+21.74%)
Mutual labels:  exploratory-data-analysis, eda
View All Similar Projects ➔

OlliePy logo

TestReport CI Coverage
Downloads Downloads Downloads
PyPI Latest Release License
PyPI pyversions

💬 Ask a question          📖 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

error analysis report demo


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.

interactive dashboard demo

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
  • Delete charts
  • Dark mode
  • Auto save functionality
  • Charts can be locked in place
  • Fullscreen
  • Bin numerical features to be used in heatmaps, row charts, etc.

Available charts
Bar chart bar-chart Box plot box-plot
Data table data-table Heat map heat-map
Histogram histogram Leaflet map leaflet-map
Number display
number-display		 Pie chart pie-chart
Row chart row-chart Scatter plot scatter-plot
Sun burst sun-burst Time bar chart time-bar-chart
Time box plot time-box-plot Time line chart time-line-chart

OlliePy Roadmap

  • Error analysis report for regression
  • Interactive dashboard
  • Embedded interactive dashboard
  • ML models evaluation and comparison report which includes model interpretation and bias checking
  • Error analysis report for classification
Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].