instatext 0.0.1

instatext is a package to train text classifiers instantly.

instatext: Train text classifiers instantly

instatext is a Python 3 library for processing textual data. It provides a simple API for training and predicting with text classifiers.

instatext leverages fasttext, and pandas, for the heavy lifting

Features

• Topic Extraction
• Similarity Search
• BM25 search ( word ranking search)
• Topic Search

Get it now

$ pip install instatext 

Requirements

• Python >= 3.5

Example

To train a model pass in a csv with the text and labels

text - the text to classify labels - comma seperated list of labels

text,labels
sample text,"sample"
bad stuff,"bad,sample"
good stuff,"good,sample"

import instatext
import logging


def main():
    print("hello")

    instatext.train_model("test_data/example.csv", "test")
    instatext.predict("test", "Predict my good text",0.5)


if __name__ == "__main__":
    loglevel = logging.INFO
    logging.basicConfig(
        format="%(asctime)s |%(levelname)s: %(message)s", level=loglevel
    )
    main()