The exercises in this repository are used for the practical sessions of the Transylvanian Machine Learning Summer School, happening in Cluj-Napoca, Romania between 16-22 July 2018. The sessions cover topics from basic knowledge of numpy, tensorflow and sonnet to computer vision, recurrent models, generative models and reinforcement learning.

You are welcome to reuse this material in other courses or schools, but please reach out to [email protected] if you plan to do so. We would appreciate if you could acknowledge that the materials come from TMLSS2018 and give credits to TMLSS2018 lab instructors (David Szepesvari - introductory, Viorica Patraucean - vision, Wojtek Czarnecki - rnn, Mihaela Rosca - generative, Diana Borsa - rl). Also please keep a link in your materials to the original tmlss2018 repo, in case updates occur.

To access the exercises please download them and place them in your Google Drive. The simplest way to do this is to check out the git repository, then use the "Folder Upload" tool in GDrive. Use colab to view or edit them.

MIT License

Copyright (c) 2018 TMLSS

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.