====== Resources ======

  * [[courses:b3b33vir:resources:brute_spec:start|Brute specification]]

===== HW =====

  * Your own computer (best for debugging)
  * [[https://cyber.felk.cvut.cz/cs/study/gpu-servers/|Servers with GPUs]]
  * [[https://colab.research.google.com/|Google Colab]]
    * Allows using GPU runtimes for 12 hours a day (also TPUs with Tensorflow)
    * Allows to link Google Drive with faculty account

===== SW =====

  * [[https://pytorch.org/|PyTorch]] (install via pip / conda, load as a module on the servers)
  * PyCharm (educational licence at [[https://download.cvut.cz/info/info.php?&did=750|download.cvut.cz]] or [[https://www.jetbrains.com/education/download/#section=pycharm-edu|Official webpage]])
  * [[courses:b3b33vir:resources:remote-editing:start|Setting a remote editor with PyCharm]]
  * [[https://colab.research.google.com/|Google Colab]]
  * [[courses:b3b33vir:resources:pybullet_simulation:start|Fast and easy simulation with Pybullet]]

===== External educational materials =====

  * Neural networks Stanford  [[https://www.youtube.com/watch?v=vT1JzLTH4G4&list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv|youtube lectures]]: