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A helper package for Machine Learning and Deep Learning Algorithms

Project description

Ctrl4AI

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

For demo on usage, please check README.ipynb

Contact Developers: Shaji, Charu, Selva

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:

pip install ctrl4ai

In case you get ERROR: Could not install packages due to an EnvironmentError, try using

pip install ctrl4ai --user

Check for the latest available version in Ctrl4AI

Import

Import any module from the package thru the following method:

from ctrl4ai import preprocessing
from ctrl4ai import automl

Learn to use

Understand what each functions does by using help():

help(automl.preprocess)

ChangeLog

This is the first official release of the package

ToDo

  • Model specific pre-processing
  • Baggining algoritmns
  • Text,Image,Audio,Video Analytics

Project details


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Source Distribution

ctrl4ai-1.0.0.tar.gz (36.2 MB view hashes)

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Built Distribution

ctrl4ai-1.0.0-py3-none-any.whl (36.2 MB view hashes)

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