A helper library for Pandas, Visualizations and Scikit-learn
This is a helper package for a variety of functions as described in the Overview section below.
- For standard installation > pip install more
- For installing a particular version > pip install more==0.0.1b13
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)
Check out the examples folder for details on usage
- Added Hyperoptimization helper class (using hyperopt library)
- Added ability to do hyperparameter optimization in Cluster Helper Class
- Updated heatmap method name in cluster helper from plot_heatmap to plot_means_heatmap
- Add functions for plotting elbow curves.
- Code modified from: https://github.com/reiinakano/scikit-plot
- Modifications made to support running for Hierarchical Clustering as well as support for plotting Silhoutte Score
- typo fixed in function name
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
- Updated KMeans and Agglomerative Cluster Helpers to include evaluate_by argument
- Added Cluster Helpers for KMeans and Agglomerative Clustering
- 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.
Release history Release notifications
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|Filename, size & hash||File type||Python version||Upload date|
|more-0.0.1b13-py3-none-any.whl (35.3 kB) View hashes||Wheel||py3|
|more-0.0.1b13.tar.gz (23.6 kB) View hashes||Source||None|