This is a tutorial for deep learning course which includes some experiments. Every experiment uses tensorflow as the implementation platform.

tf-model-manip.py

• A tool for checking your network design.
• Useage: tf-model-manip.py model.py
• Requirements:
  1. a python file called model.py
  2. a class called Model with a build method in model.py
  3. Need install pip3 install python-magic tabulate --user . On MacOS may need libmagic.

Docker-materials

• A folder includes some files to help you create a docker for experiments.

Note

• If this is your first time doing homeworks, please create a docker first. You can read Docker.md for more informations.

Course slides

https://github.com/megvii-research/megvii-pku-dl-course/tree/master/slides19