Reorgnize tutorial & add new contents

[mitmul]

Let's improve documentation at the timing of new v2 release.
It's related to #2298, #2337, #1879.

✍️: Need modification
👁: Under review
✅: Done

New Documentation

👁 Chainer at a Glance (#3127)

Tour of Chainer Code -> PG

• Deep Learning Neural Net
• ✅ CNNs -- Visual Recognition Tasks
• ✅ RNNs
• 👁 LSTM -- language models (Add ptb tutorial #3073)
• ✅ Word2vec (Add word2vec tutorial #3040)
• RL (DQN)
• GAN

Components of Chainer

• ✍️ Define by Run (Part of: Introduction to Chainer)
• ✅GPUs -- how to use
• ✅Type Checks -- how to use
• ✍️Variables and Derivatives (Part of: Introduction to Chainer)
• ✅ Functions
• ✍️Links (Part of: Introduction to Chainer)
• ✍️Models (Part of: Introduction to Chainer)
• ✍️Optimizers (Part of: Introduction to Chainer)
• ✍️Datasets
• ✍️Iterators
• ✍️Updaters
• ✅ Extensions (Add extension tutorial #3138)
• ✅ Trainers (Add "How to write a training loop in Chainer" tutorial #2736)
• ✍️Serializers -- saving and loading models (Part of: Introduction to Chainer)

Mastering Chainer

• Importing and Augmenting Data Sets
• Improving calculation speed
• Saving and Loading models
• Transfer learning

Cutting Edge Chainer

• Relational Network (Deepmind paper)
• FB Convolutional seq2seq
• SNN

[Crissman]

Rewrote outline and created PR#3241 for implementation framework.

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This issue has been automatically marked as stale because it has not had recent activity. It will be closed after 30 days if no further activity occurs. Thank you for your contributions.

[delta2323]

This issue is still ongoing.

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This issue has been automatically marked as stale because it has not had recent activity. It will be closed after 30 days if no further activity occurs. Thank you for your contributions.

[hvy]

Bump.

[Crissman]

First pass completed with PR #3241. Shall we close this?

[hvy]

I think there are topics left, including #3127.

As for the others, LSTM seems to have been merged but I am not sure about the other Need modifications. Were they covered by #3241 ?

[stale]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed after 30 days if no further activity occurs. Thank you for your contributions.

[stale]

This issue is closed as announced. Feel free to re-open it if needed.