Copyright (c) 2018 Neuroinformatik Universität Osnabrück
Contributors: https://github.com/neuroinfo-os/deep-bottleneck/graphs/contributors
MIT License
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
deep-bottleneck is based on the code from the following two projects:
-
IDNNs (The author's original implementation of Experiments described in "Opening the Black Box of Deep Neural Networks via Information" by Ravid Shwartz-Ziv and Naftali Tishby).
-
ibsgd (The author's implementation of experiments described in "On the Information Bottleneck Theory of Deep Learning" by Andrew Michael Saxe, Yamini Bansal, Joel Dapello, Madhu Advani, Artemy Kolchinsky, Brendan Daniel Tracey and David Daniel Cox).
deep-bottleneck uses the following external libraries, which have their own licenses:
- [numpy] (https://github.com/numpy/numpy/blob/master/LICENSE.txt)
- [scipy] (https://github.com/scipy/scipy/blob/master/LICENSE.txt)
- [matplotlib] (https://matplotlib.org/users/license.html)
- [keras] (https://github.com/keras-team/keras/blob/master/LICENSE)
- [pathlib2] (https://github.com/mcmtroffaes/pathlib2/blob/develop/LICENSE.rst)
- [tensorflow] (https://github.com/tensorflow/tensorflow/blob/master/LICENSE)
- [seaborn] (https://github.com/mwaskom/seaborn/blob/master/LICENSE)
- [sacred] (https://github.com/IDSIA/sacred/blob/master/LICENSE.txt)
- [pymongo] (https://github.com/mher/pymongo/blob/master/LICENSE)
- [sacredboard] (https://github.com/chovanecm/sacredboard/blob/develop/LICENSE)