Ksenia's Projects
AntiToxicBot is a bot that detects toxics in a chat using Data Science and Machine Learning technologies. The bot will warn admins about toxic users. Also, the admin can allow the bot to ban toxics.
TensorFlow code and pre-trained models for BERT
How to finetune mbart using fairseq
Config files for my GitHub profile.
Official baseline solutions to Yandex Cup ML challenge
Predict the user's next order
Multiclass classification of short wine reviews. NLP model is trained and is used to predict a country of a sample wine from its review.
Web application for extractive text summarisation
A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain
TicTacToe game
๐คTransformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.