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100knocks-preprocess

データサイエンス100本ノック（構造化データ加工編）

algorithm1000

アルゴリズムの勉強用に作ったレポジトリ

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

attention-is-all-you-need-keras

A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need

attention_branch_network

Attention Branch Network (CIFAR100, ImageNet models)

attentioneditorabn

awesome-rl-envs

bert-book

「BERTによる自然言語処理入門: Transformersを使った実践プログラミング」サポートページ

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

convlstm

Convolutional LSTM implemented with chainer

deep-learning-from-scratch

『ゼロから作る Deep Learning』(O'Reilly Japan, 2016)

deep-learning-from-scratch-2

『ゼロから作る Deep Learning ❷』(O'Reilly Japan, 2018)

deep-learning-from-scratch-3

『ゼロから作る Deep Learning ❸』(O'Reilly Japan, 2020)

deep-learning-with-keras

Code repository for Deep Learning with Keras published by Packt

deepdream

deeplearningmugenknock

でぃーぷらーにんぐを無限にやってディープラーニングでDeepLearningするための実装CheatSheet

fast-neural-style

Feedforward style transfer

gasyori100knock

画像処理100本ノックして画像処理を画像処理して画像処理するためのもの Jap, Eng, Chi

keras-transformer

Keras library for building (Universal) Transformers, facilitating BERT and GPT models

lightweight-gan

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

neural-style

Torch implementation of neural style algorithm

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

nlp100.github.io

NLP 100 Exercises

notebooks

機械学習モデルの実装だったり色々な手法を試したときのJupyter Notebook

notion-rss-reader

You can save articles from your favorite sites in the Notion Database.

open-covid-19-data

Open source aggregation pipeline for public COVID-19 data, including hospitalization/ICU/ventilator numbers for many countries.

project_codenet

This repository is to support contributions for tools for the Project CodeNet dataset hosted in DAX

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)