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Илья Козиев's Projects

agrr-2019 icon agrr-2019

Код моделей для задачи AGRR-2019

chatbot icon chatbot

Русскоязычный генеративный чатбот с профилем и фактами

corpussearch icon corpussearch

Полнотекстовый поиск по текстовому корпусу с помощью Lucene.NET

decisionunit icon decisionunit

Rapid Processing and Unsupervised Learning in a Model of the Cortical Macrocolumn

grammarengine icon grammarengine

Грамматический Словарь Русского Языка (+ английский, японский, etc)

hackerearth icon hackerearth

Черновики и модели для HackerEarth

lm-finetune icon lm-finetune

Код для файнтюна LM (rugpt, LLaMa, FRED T5) средствами transformers + deepspeed + LoRa

lm-pretrain icon lm-pretrain

Char-level language model pretraining code and scripts

masked_np_language_model icon masked_np_language_model

Эксперименты с генеративной языковой моделью (ruGPT) для восстановления именных групп

math icon math

Conversational data generator

mnist_boosting icon mnist_boosting

Comparison of XGBoost, LightGBM and CatBoost on MNIST classification problem

ngrams icon ngrams

Работа с n-граммами: сбор и использование для оценки текста

paraphraser icon paraphraser

Поэтический перефразировщик

pushkin icon pushkin

Генеративные текстовые модели

ri_syntax icon ri_syntax

Эксперимент с использованием reinforcement learning библиотекой keras-rl для синтаксического парсинга

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