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:
- a python file called model.py
- a class called Model with a build method in model.py
- Need install
pip3 install python-magic tabulate --user
. On MacOS may needlibmagic
.
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