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Visualization toolkit for Chainer

Project Description
.. -*- coding: utf-8; -*-

An unofficial visualization tool for `chainer <https://chainer.org/>`_, inspired by `tensorboard <https://www.tensorflow.org/get_started/summaries_and_tensorboard>`_. The toolkit allows visualization of log from ``chainer.extensions.LogReport``.

Example usage:

.. code:: python

model = L.Classifier(MyModel())

optimizer = chainer.optimizers.Adam()
optimizer.setup(model)

train = create_my_data()
train_iter = chainer.iterators.SerialIterator(train, batchsize)

updater = training.StandardUpdater(train_iter, optimizer)
trainer = training.Trainer(updater, (epochs, 'epoch'), out='path/to/output')

trainer.extend(extensions.LogReport(log_name='my_log_data')))
# optional; allows visualization of parameters
trainer.extend(extensions.ParameterStatistics(model))

# Run the training
trainer.run()


and point chainerboard at the output log file to start local http server.

.. code:: bash

chainerboard path/to/output/my_log_name


now open http://localhost:6006/ to view the log.


.. warning:: The author of this project is not a professional web
programmer. Never use the project on remote server since it may
impose serious security risks.



Development
============

To setup development environment:

.. code:: bash

pip install -r requirements.txt


For testing,

.. code:: bash
tox

Build document

.. code:: bash
python setup.py build_sphinx


Release History

Release History

History Node

0.1.1b0

This version
History Node

0.1.0

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File Name & Checksum SHA256 Checksum Help Version File Type Upload Date
chainerboard-0.1.0-py2-none-any.whl (836.9 kB) Copy SHA256 Checksum SHA256 py2 Wheel Jul 9, 2017

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