Sosuke Kobayashi (@soskek)
github

soskek

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  • Stars
    star
    1,815
  • Global Rank 17,016 (Top 0.6 %)
  • Followers 209
  • Following 3
  • Registered about 10 years ago
  • Most used languages
    Python
         88.0 %
    Jupyter Notebook
         12.0 %
  • Location 🇯🇵 Japan
  • Country Total Rank 433
  • Country Ranking
    Jupyter Notebook
         35
    Python
         52

Top repositories

1

bookcorpus

Crawl BookCorpus
Python
804
star
2

attention_is_all_you_need

Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.
Jupyter Notebook
313
star
3

bert-chainer

Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"
Python
220
star
4

dynamic_routing_between_capsules

Implementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017
Python
205
star
5

convolutional_seq2seq

fairseq: Convolutional Sequence to Sequence Learning (Gehring et al. 2017) by Chainer
Python
65
star
6

arxiv_leaks

Whisper of the arxiv: read comments in tex of papers
Python
31
star
7

chainer-openai-transformer-lm

A Chainer implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
Python
28
star
8

der-network

Dynamic Entity Representation (Kobayashi et al., 2016)
Python
21
star
9

variational_dropout_sparsifies_dnn

Variational Dropout Sparsifies Deep Neural Networks (Molchanov et al. 2017) by Chainer
Python
19
star
10

captioning_chainer

A fast implementation of Neural Image Caption by Chainer
Python
16
star
11

efficient_softmax

BlackOut and Adaptive Softmax for language models by Chainer
Python
11
star
12

ROCStory_skipthought_baseline

A novel baseline model for Story Cloze Test and ROCStories
Python
11
star
13

dynamic_neural_text_model

A Neural Language Model for Dynamically Representing the Meanings of Unknown Words and Entities in a Discourse, Sosuke Kobayashi, Naoaki Okazaki, Kentaro Inui, IJCNLP 2017
9
star
14

interval-bound-propagation-chainer

Sven Gowal et al., Scalable Verified Training for Provably Robust Image Classification, ICCV 2019
Jupyter Notebook
8
star
15

turnover_dropout

Python
7
star
16

learning_to_learn

Learning to learn by gradient descent by gradient descent, Andrychowicz et al., NIPS 2016
Python
7
star
17

decode_from_mask

Generate a sentence from a masked sentence
Python
6
star
18

weight_normalization

Weight Normalization (Salimans and Kingma, 2016) by Chainer
Python
6
star
19

SDCGAN

Sentence generation by DCGAN
Python
5
star
20

elmo-chainer

Chainer implementation of contextualized word representations from bi-directional language models. Copied into https://github.com/chainer/models/tree/master/elmo-chainer
Python
5
star
21

emergence_of_language_using_discrete_sequences

Emergence of Language Using Discrete Sequences
Jupyter Notebook
4
star
22

skip_thought

Language Model and Skip-Thought Vectors (Kiros et al. 2015)
Python
3
star
23

vqvae_chainer

Chainer's Neural Discrete Representation Learning (Aaron van den Oord et al., 2017)
Python
3
star
24

twitter_conversation_crawler

For crawling conversational tweet threads; e.g. datasets for chatbots.
Python
2
star
25

sru_language_model

Language modeling experiments of SRU and variants
Python
2
star
26

rnnlm_chainer

A Fast RNN Language Model by Chainer
Python
2
star