Ivan Yu. Bondarenko (@bond005)
github

bond005

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  • Stars
    star
    214
  • Global Rank 116,424 (Top 5 %)
  • Followers 77
  • Following 15
  • Registered almost 11 years ago
  • Most used languages
    Python
         78.6 %
    C++
         7.1 %
    Jupyter Notebook
         7.1 %
    C
         7.1 %
  • Location πŸ‡·πŸ‡Ί Russia
  • Country Total Rank 1,164
  • Country Ranking
    Python
         157
    Jupyter Notebook
         210
    C
         1,071
    C++
         2,652

Top repositories

1

deep_ner

Named entity recognizer based on ELMo or BERT as feature extractor and CRF as final classifier
Python
82
star
2

pisets

The python library and service for automatic speech recognition and transcribing in Russian and English
Python
32
star
3

vad

Various algorithms for voice activity detection
Python
22
star
4

yandex-shifts-weather

The best solution of the Weather Prediction track in the Yandex Shifts challenge
Jupyter Notebook
20
star
5

seq2seq

LSTM-Seq2Seq on the bases of Keras with the simple ScikitLearn interface
Python
19
star
6

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.
Python
14
star
7

runne_contrastive_ner

This project is concerned with my participating in the RuNNE competition https://github.com/dialogue-evaluation/RuNNE
Python
9
star
8

bond005_lvcsr

There is a large vocabulary continuous speech recognition system which is meant for taking part in the Native Speech 2014 competition organized by Speech Technology Center.
C
4
star
9

bert_ner

Named entity recognizer based on BERT and CRF
Python
3
star
10

NNSys

Software for simulation and training of multilayer perceptrons
C++
2
star
11

sequence_classifier

Sequence classifier based on SRU (cf. https://arxiv.org/abs/1709.02755).
Python
1
star
12

python-logreg

Logistic regression with fitting by means of maximum likelihood estimation
Python
1
star
13

ru_llm_instruct

Experiments to build an instruct large language model for Russian language.
Python
1
star
14

wav2vec2-gpt-mt

Wav2Vec2-mGPT speech encoder-decoder with multitask learning
1
star
15

speech_commands

Recognizer of speech commands and other sounds based on pre-trained MobileNet
Python
1
star