lemmy-mod-bot 0.0.5

lemmy_mod_bot is a Lemmy Mod Bot written in Python

LemmyModBot

A Lemmy bot written in Python using pylemmy to access comment and create reports.

This bot is a work in progress and is expected to expand and grow.

Toxic Content Detection

LemmyModBot can detect and report toxic written content on Lemmy communities using a 512-64-2 bag of words deep text classification Neural Network using Pytorch and a local dataset for training.

The neural network with the supplied training dataset is currently achieving accuracies of around 75-80% in detecting toxic content. Ongoing addition of ambiguous or misclassified data to the training set is hoped to improve this.

Regexp

LemmyModBot can currently detect posts using regular expressions that do not contain a question mark. This functionality is planned to be expended to run arbitrary regular expressions.

User Watchlist

Selected users placed on a watachlist can be reported for moderator review.

Matrix integration

Messages can be sent to a matrix room.

Assessed post and comment history

History is stored in an SQLite database

Example Usage

from lemmybot import LemmyBot

lemmy_world = LemmyBot(rebuild_model=True)

lemmy_world.run()