Ivan Yu. Bondarenko's repositories
yandex-shifts-weather
The best solution of the Weather Prediction track in the Yandex Shifts challenge
impartial_text_cls
Text classifier, based on the BERT and a Bayesian neural network, which can train on small labeled texts and doubt its decision.
runne_contrastive_ner
This project is concerned with my participating in the RuNNE competition https://github.com/dialogue-evaluation/RuNNE
factRuEval-2016
http://www.dialog-21.ru/evaluation/2016/letter/
ru_llm_instruct
Experiments to build an instruct large language model for Russian language.
sequence_classifier
Sequence classifier based on SRU (cf. https://arxiv.org/abs/1709.02755).
speech_commands
Recognizer of speech commands and other sounds based on pre-trained MobileNet
wav2vec2-gpt-mt
Wav2Vec2-mGPT speech encoder-decoder with multitask learning
conll2000_crf
CRF Chunker for CoNLL2000 task
natural_language_processing_course
This repository is devoted to my Natural Language Processing course in the Novosibirsk State University
neuro_tagger
Text tagger based on recurrent neural network. It can be used as NER, dependency parser, morphoanalyzer etc.
py-webrtcvad
Python interface to the WebRTC Voice Activity Detector
python-cnn
Simple convolution neural network in Python 3.x
self-adaptive-hierarchy
Experiments with self-adaptive hierarchical learning for text classification
SiteClassificator
Group sites by given types.
speech_cleaner
Speech cleaner from complex noises based on SEDNN https://github.com/yongxuUSTC/sednn
tabular_deep_learning
My experiments with deep neural networks for tabular data processing