machine-learning

A collective of my machine learning lessons done while going along with Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

Jupyter Notebook

I am using jupyter notebook to follow along with exercises and project provided in this book (it was recommended by author to use jupyter)

Opening the notebook locally on windows:

To open the notebook locally on windows follow these steps

1. First Clone the repo into a directory

mkdir book
cd book
git clone https://github.com/S4vyss/machine-learning.git

2. Second I recommend you to setup isolated environment with virtualenv, it's a pip package you can read more about it here

You install it like that: python -m pip install --user virtualenv

Then create an environment python -m virtualenv venv

After that everytime you want to open that environment you need to type in that command: .\venv\Scripts\activate And that command to deactivate: deactivate

3. Third Install jupyter-lab Read more here

pip install jupyterlab

And then open the jupyterlab jupyter-lab

Troubleshooting

I you are using powershell to execute those commands there might be problem if your ExecutionPolicy is set to Restricted to resolve that problem open PowerShell as an administrator then run this command to check the ExecutionPolicy Get-ExecutionPolic

if it's set to Restricted then run this command Set-ExecutionPolicy RemoteSigned

that will enable you to run local scripts, then you just need to run .\venv\Scripts\activate again.

Note: That is the process that worked for me, if you can do it faster or better then post an issue so i can update this README