Metadata-Version: 2.1
Name: fastreport
Version: 0.0.4
Summary: UNKNOWN
Home-page: UNKNOWN
Author: Kishore
Author-email: <kishoresshankar@gmail.com>
License: UNKNOWN
Keywords: python,recommendation algorithm,recommender,recommendation
Platform: UNKNOWN
Classifier: Development Status :: 1 - Planning
Classifier: Intended Audience :: Developers
Classifier: Programming Language :: Python :: 3
Classifier: Operating System :: Unix
Classifier: Operating System :: MacOS :: MacOS X
Classifier: Operating System :: Microsoft :: Windows
Description-Content-Type: text/markdown

# 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](https://pypi.org/project/easyreport/)

Link to [detailed example](https://github.com/kishore-s-gowda/fastreport)


## Installation

Run the following to install:

```python
pip install fastreport
```

## Usage

```python
import report

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

```

```python
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


