GUI deep learning IDE based on chainer.
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bin dhange library name Apr 1, 2017
chainer_wing use chainerui extension Dec 23, 2017
doc readme Dec 20, 2017
examples pep8 Dec 17, 2017
.gitignore fix example Oct 14, 2017
readme.md readme Jan 4, 2018
requirements.txt Support chainer 3.x Dec 17, 2017
setup.py Support chainer 3.x Dec 17, 2017

readme.md

ChainerWing

GUI deep learning IDE based on chainer.

The interface may be changed.

Screenshots

Software Requirement

  • Python (3.5 or later)
  • chainer (2.0.0 or later)
  • cupy (For GPU user)
  • PyQt5
  • chainercv (Optional, for image classification task)
pip install chainer
pip install cupy
pip install pyqt5

Installation

git clone https://github.com/fukatani/ChainerWing.git
python setup.py install

Example

https://github.com/fukatani/ChainerWing/blob/master/examples/mnist/readme.md

Usage

python bin/ChainerWing.py

I'm preparing user manual.

https://github.com/fukatani/ChainerWing/blob/master/doc/step_by_step.md

Use with chainerui

chainerui

Please setup chainerui.

pip install chainerui
chainerui db create
chainerui db upgrade

If chainerui installed, ChainerWing creates project, startup server open report by web browser automatically.

Licence

Many of GUI design is referenced by Floppy. (https://github.com/JLuebben/Floppy) Floppy is licenced by BSD 3 Clause.

Parts of chainer extension is referenced by chainer. (https://github.com/pfnet/chainer) chainer is licenced by MIT License.

Blog Entry(Japanese)

http://segafreder.hatenablog.com/entry/2017/10/25/225047