Statistical Machine Learning

If you have any problem or find some errors in the notebooks/homeworks please contact me at: [email protected]

News

• uploaded homework_02

Useful links

• Stackexchange
• Github guide
• Virtualenvs in python3
• Beginners numpy tutorial
• Beginners pandas tutorial
• Pyro 1.2.1 documentation

Linux Setup

Download, clone or fork (your choice) this repository in a directory PATH_TO_DIR/.

Create a virtual environment using python3

cd PATH_TO_DIR/statistical-machine-learning/
sudo apt-get install python3-pip
pip3 install virtualenv
virtualenv -p /usr/bin/python3 venv

Now you should see PATH_TO_DIR/statistical-machine-learning/venv/ folder. Activate the enviroment and install the requirements:

source venv/bin/activate
pip3 install -r requirements.txt 

Open your notebooks using jupyter-notebook (or jupyter-lab):

python3 -m notebook

To deactivate the environment use deactivate command.