This moderation bot software uses scikit-learn binary classification algorithms or pytorch neural networks to learn what phrases to allow in twitch chat. Labeled training data is constructed from chat logs with human moderation information. After training the software can be connected to twitch chat to automate moderation.
Follow instructions here
Register bot with twitch and get Client ID and Client Secret here.
Get Oauth Token.
Update variables in config.json and __init__.py.
cd modbot/environment/
cp config.json ../../my_config.json
vim my_config.json
vim __init__.py
cd ../../From scratch with classified messages in csv file
(with columns text, is_offensive):
modbot-train -train -infile <messages.csv> -c my_config.jsonTrain from scratch from chatty data:
modbot-train -infile <infile> -train -clean -c my_config.jsonRetrain with additional chatty data:
modbot-train -append -infile <infile> -train -clean -c my_config.jsonRun bot:
modbot -c my_config.json