A helper library for Pandas, Visualizations and Scikit-learn
Project description
"More" Package
This is a helper package for a variety of functions as described in the Overview section below.
Installation
- For standard installation > pip install more
- For installing a particular version > pip install more==0.0.1b10
Overview
This is a helper package for a variety of functions
- Extension for Pandas Dataframe (Beta version released)
- Extension for Visualization (Beta version released)
- Extension for Scikit-learn (Beta version released)
Examples
Check out the examples folder for details on usage
Version History
0.0.1b10 & 0.0.1b11
- Updated Visualization Helper to add function to plot Heatmap
- Updated BaseClusterWithN to allow plotting of heatmap showing how "cluster feature means" vary between clusters
- 0.0.1b11 included a small bug fix in 0.0.1b10
0.0.1b9
- Updated KMeans and Agglomerative Cluster Helpers to include evaluate_by argument
0.0.1b8
- Added Cluster Helpers for KMeans and Agglomerative Clustering
0.0.1b7
- Added Cluster Helper for Gaussian Clusters
- Fixed Bug for plot_parallel_coordinates where it was not working correctly for a multi-level categorical label
- Fixed bug for pandas helper for describing categorical and numeric fields - Now it gives a warning if the dataframe does not have any categorical or numeric field when those respective describe functions are called.
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