https://github.com/mitmul/chainer-handson

CAUTION: This is not maintained anymore. Visit https://github.com/chainer-community/chainer-colab-notebook/
https://github.com/mitmul/chainer-handson

chainer deep-learning hands-on neural-network

Last synced: about 2 months ago
JSON representation

CAUTION: This is not maintained anymore. Visit https://github.com/chainer-community/chainer-colab-notebook/

• Host: GitHub
• URL: https://github.com/mitmul/chainer-handson
• Owner: mitmul
• Created: 2017-03-27T11:40:11.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2019-01-15T01:57:01.000Z (over 5 years ago)
• Last Synced: 2024-07-08T15:43:10.108Z (2 months ago)
• Topics: chainer, deep-learning, hands-on, neural-network
• Language: Jupyter Notebook
• Homepage:
• Size: 23.8 MB
• Stars: 87
• Watchers: 6
• Forks: 21
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# CAUTION: This is not maintained anymore. Visit https://github.com/chainer-community/chainer-colab-notebook/

# Chainer Notebooks

See here:

https://github.com/mitmul/chainer-notebooks

## Requirements

- Chainer>=3.0.0rc1

- CuPy>=2.0.0rc1

## Contents

1. [How to write a training loop in Chainer](https://github.com/mitmul/DSVM-Chainer-Notebooks/blob/master/1_training_loop_in_chainer.ipynb)

2. [Let’s try using the Trainer feature](https://github.com/mitmul/DSVM-Chainer-Notebooks/blob/master/2_how_to_use_trainer.ipynb)

3. [How to write ConvNet models in Chainer](https://github.com/mitmul/DSVM-Chainer-Notebooks/blob/master/3_write_convnet_in_chainer.ipynb)

4. [Write an RNN Language Model](https://github.com/mitmul/DSVM-Chainer-Notebooks/blob/master/4_RNN-language-model.ipynb)

5. [Word2Vec: Obtain word embeddings](https://github.com/mitmul/DSVM-Chainer-Notebooks/blob/master/5_word2vec.ipynb)

6. [ChainerRL Quickstart Guide](https://github.com/mitmul/DSVM-Chainer-Notebooks/blob/master/6_dqn_cartpole.ipynb)

7. [Train a ConvNet using multiple GPUs](https://github.com/mitmul/DSVM-Chainer-Notebooks/blob/master/7_multiple_gpus.ipynb)

8. [Chainer for Theano Users](https://github.com/mitmul/chainer-notebooks/blob/master/8_chainer-for-theano-users.ipynb)

9. [Vanilla LSTM with CuPy](https://github.com/mitmul/chainer-notebooks/blob/master/9_vanilla-LSTM-with-cupy.ipynb)

# chainer-handson

[English version](README_en.md)

Chainerビギナーズハンズオン資料

## [0. さくら高火力コンピューティングサーバ上での環境構築](http://bit.ly/chainer-handson-vol1)

## [1. 学習ループを書いてみよう](https://github.com/mitmul/chainer-handson/blob/master/1-Write-the-training-loop_ja.ipynb)

## [2. Trainerを使ってみよう](https://github.com/mitmul/chainer-handson/blob/master/2-Try-Trainer-class_ja.ipynb)

## [3. 新しいネットワークを書いてみよう](https://github.com/mitmul/chainer-handson/blob/master/3-Write-your-own-network_ja.ipynb)

## [4. データセットクラスを書いてみよう](https://github.com/mitmul/chainer-handson/blob/master/4-Write-your-own-dataset-class_ja.ipynb)