https://github.com/banjtheman/instatext

Train text classifiers instantly
https://github.com/banjtheman/instatext

Last synced: about 1 month ago
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Train text classifiers instantly

• Host: GitHub
• URL: https://github.com/banjtheman/instatext
• Owner: banjtheman
• License: apache-2.0
• Created: 2021-04-07T02:05:21.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-04-14T02:38:28.000Z (over 3 years ago)
• Last Synced: 2024-10-12T09:08:46.797Z (about 1 month ago)
• Language: Python
• Size: 20.5 KB
• Stars: 9
• Watchers: 3
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
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

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"

```

```python

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()

```