Simple tool using neural network to classify short texts by pre-defined topics. All-in-one solution

Use Python 3.8 to run

Use any VPN service. In Ubuntu, use such commands to redirect VK traffic to VPN:

# route add -net 95.142.0.0 netmask 255.255.0.0 gw 10.66.24.80 dev vpn0

# route add -net 93.186.0.0 netmask 255.255.0.0 gw 10.66.24.80 dev vpn0

# route add -net 87.240.0.0 netmask 255.255.0.0 gw 10.66.24.80 dev vpn0

short_corpus.txt - smallest possible list of sources with diverse content and access issues

corpus_groups.txt - about 60 groups and 7 classes, quite ready for production usage

Included db_tiny.json as sample dataset. It includes 3 classes of text: films, music and food. Demo script e2e.py trains network on it for a few minutes and classsify several texts from test set as example.