lemonify 1

Lemon is a free, lightweight text classifier to indentify toxicity, insult, sexuality, threat, neutrality from a sentance

Lemon 🍋

Lemon is a free, lightweight and fast python library to detect toxicity, insult, sexuality, threat, neutrality from text. It utilizes machine learning to do so.

Installation

pip install lemonify

NOTE FOR WINDOWS USER: This library uses a small compiled extension on Windows (sdist install). So you must install Microsoft Visual C++ Build Tools first.

1. Download and install: https://visualstudio.microsoft.com/visual-cpp-build-tools/
2. During setup, select: "Desktop development with C++"
3. Then run:

python -m pip install --upgrade pip setuptools wheel
pip install lemonify

Example usage

from lemonify import lemon
print(lemon("you are stupid"))

Response example

{'toxicity': 1.0, 'insult': 1.0, 'sexuality': 0.0, 'threat': 0.0, 'neutrality': 0.0}

Note that the value of emotions are in floating points between 0 and 1

Made with ♥️ by Blaze

Feel free to DM me on discord if there's any issues Blaze :>