🧪🐍 ML/Data workbench

That is my data science workbench which is dedicated build to running tensorflow with tensorflow-metal on Apple Silicon.

For more detailed informations please check https://developer.apple.com/metal/tensorflow-plugin/

Build up a Python virtual environment

brew install python3.10

python3.10 -m venv .

source ./bin/activate

(currently, it looks like that tensorflow-macos==2.11.0 and tensorflow-metal==0.7.0 espacially needs Python in version 3.10)

Prepare the Python virtual environment

python -m pip install -U pip

Install Python tensorflow and data wrangling dependencies

 pip install -r requirements.txt

Run Jupyter Lab

jupyter-lab notebooks

jupyter lab build

(If your interested in running the classic Jupyter Notebook https://jupyter.org/install#jupyter-notebook)