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MIT Deep Learning Tutorial

Topics this tutorial wants show

  • Feed Forward Neural Networks (FFNN's)

  • Convolutional Neural Networks (CNN's)

My enviromment:

  • Ubuntu 20.04

  • Python 3.8

To run this tutorial, first download the repo:

git clone <repo>
cd <repo>

Them, follow the steps to make a virtual environment and install our dependencies.

python3 -m venv .env
source .env/bin/activate
pip install -r requirements.txt

Now, you can run the part_1, and see the output on terminal.

# note that inside venv, we call 'python', not 'python3'
python part_1.py 

The part_2.py only will work on jupyter notebook, but I keep the python file because (for me) is easier to debug.

Any doubts, you can contact me and I'll try help as faster as possible.

This README.md was written in Typora.

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