fastreport 0.0.4

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Fastreport

Get report of different metrices for classification and regression problem for many popular algorithms with single line of code. You have to pass only features(dataframe) and target(series) as arguments

Link to PyPI

Link to detailed example

Installation

Run the following to install:

pip install fastreport

Usage

import report

# get report_classification
report.report_classification(df_features,df_target,test_size=0.3,scaling=False,large_data=False,average='binary')

import report

# get report_regression
report.report_regression(df_features,df_target,test_size=0.3,scaling=False,large_data=False)

Future works

1. Optimization
2. Add more functionality

Drawbacks

1. Not suitable for very large datasets
2. Limited to existing users only