Metadata-Version: 2.1
Name: more
Version: 0.0.1b14
Summary: A helper library for Pandas, Visualizations and Scikit-learn
Home-page: https://github.com/ngupta23/more
Author: Nikhil Gupta
Author-email: mywork.ng@gmail.com
License: UNKNOWN
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==0.0.1b14
        ```
        
        # Overview
        
        This is a helper package for a variety of functions
        1. Extension for Pandas Dataframe (Beta version released)
        2. Extension for Visualization (Beta version released)
        3. Extension for Scikit-learn (Beta version released)
        
        # Examples
        Check out the  [examples](https://github.com/ngupta23/more/tree/master/examples) folder for details on usage
        
        # Version History
        
        ## 0.0.1b14
        
        * Added more helper functions for pandas
        * Made files PEP8 compliant
        
        ## 0.0.1b13
        
        * 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
        
        
        ## 0.0.1b12
        
        * 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
        
        ## 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.
        
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
