Metadata-Version: 2.1
Name: ctrl4ai
Version: 1.0.2
Summary: A helper package for Machine Learning and Deep Learning Algorithms
Home-page: https://github.com/vkreat-tech/ctrl4ai
Author: Shaji James
Author-email: shajijames7@gmail.com
License: UNKNOWN
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
Requires-Dist: scikit-learn (>=0.23.1)
Requires-Dist: geopy (>=1.17.0)
Requires-Dist: scipy (==1.4.1)
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: requests

# Ctrl4AI 

#### This is a helper package for Machine Learning and Deep Learning solutions.

For documentation, please read [HELP.md](https://github.com/vkreat-tech/ctrl4ai/blob/master/HELP.md)

For demo on usage, please check [README.ipynb](https://github.com/vkreat-tech/ctrl4ai/blob/master/README.ipynb)


#### Contact Developers: [Shaji](https://www.linkedin.com/in/shaji-james/), [Charu](https://www.linkedin.com/in/charunethragiri/), [Selva](https://www.linkedin.com/in/selva-prasanth-274b66166/)

## Highlights
- Open Source Package with emphasis on data preprocessing so far.
- Self intelligent methods that can be employed at the levels of abstraction or customization.
- The flow of auto-preprocessing is orchestrated compatible to the learning type.
- Parameter tuning allows users to transform the data precisely to their specifications.
- Developed computations for inspecting the data to discover its type, distribution, correlation etc. which are handled in the background.

## Dependencies

Ctrl4AI requires:

* Python (tested under Python 3.6)

## Installation

The easiest way to install the latest release version of Ctrl4AI is via ```pip```:
```bash
pip install ctrl4ai
```
In case you get ```ERROR: Could not install packages due to an EnvironmentError```, try using
```bash
pip install ctrl4ai --user
```
Check for the latest available version in [Ctrl4AI](https://pypi.org/project/ctrl4ai/)

## Import

Import any module from the package thru the following method:
```bash
from ctrl4ai import preprocessing
```
```bash
from ctrl4ai import automl
```

## Learn to use

Understand what each functions does by using ```help()```:
```bash
help(automl.preprocess)
```

## ChangeLog

This is the first official release of the package

## ToDo

- Model specific pre-processing
- Bagging algorithms
- Text,Image,Audio,Video Analytics


