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Takuya's Projects

30-days-of-code icon 30-days-of-code

👨‍💻 30 Days of Code by HackerRank Solutions in C++, C#, F#, Go, Java, Python, Ruby, Swift & TypeScript. PRs Welcome! 😄

albert-pytorch icon albert-pytorch

Pytorch Implementation of ALBERT(A Lite BERT for Self-supervised Learning of Language Representations)

bert icon bert

TensorFlow code and pre-trained models for BERT

bidaf-pytorch icon bidaf-pytorch

Re-implementation of BiDAF(Bidirectional Attention Flow for Machine Comprehension, Minjoon Seo et al., ICLR 2017) on PyTorch.

bimpm-pytorch icon bimpm-pytorch

Re-implementation of BIMPM (Bilateral Multi-Perspective Matching for Natural Language Sentences, Zhiguo Wang et al.) on Pytorch.

book-python-scraping icon book-python-scraping

『Pythonによるスクレイピング&機械学習 開発テクニック』のサンプルプログラム

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

examples-1 icon examples-1

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gpt-2 icon gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

pytorch-gan icon pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-seq2seq icon pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

pytorch_advanced icon pytorch_advanced

書籍「つくりながら学ぶ! PyTorchによる発展ディープラーニング」の実装コードを配置したリポジトリです

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

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