Machine Learning Homeworks

Homeworks of the Machine Learning course @ IST

Setting Up Environment

Start by creating a Python virtualenv and installing dependencies:

python -m venv venv        # create the virtual env
source venv/bin/activate   # activate the virutal env
                           # (do this every time you open the project)
pip install -r requirements.txt

Finally, setup Git hooks in order for Notebook outputs to be cleared before commit:

pre-commit install

Pre-compiled PDFs

You can find the compiled versions of the PDF reports for every homework in this repository releases' section (under "Assets"), along with the corresponding grade for each one. A compiled version of each Jupyter Notebook (as HTML) is also provided.