activelearner 0.1.0

This is a library to use Active Learning in Text Classification and Topic Modeling.

Active Learner

A Python package which will do Active Learning process to determine whether to use Text Classification or Topic Modeling. For Usage of this package, you need to consist of a dataset which has folders to represent the classes for Text Classification, and contain text files in each class folders.

Usage

Example

Following query will allow to find thresholds for the classes available in the dataset. In which directory is the directory of your dataset, and file is the name of the file needed to find similarity.

from activelearner import similarity
from activelearner import threshold

threshold = threshold(directory)
similarity = similarity(file, directory,threshold)