DataScience Playground

DataScience Playground to test out various AI/ML ideas.

To start

1. active conda environment conda activate mlp
2. start Jupyter Notebook environment: jupyter lab --port=8888 --no-browser --NotebookApp.token="local-token"

Create new conda env and install dependencies

1. Create new conda env: conda create --name data-science-playground python=3.10
2. Activate conda new env: conda activate data-science-playground
3. Install tensorflow dependencies: conda install -c apple tensorflow-deps
4. Install Apple Tensorflow dependencies: pip install tensorflow-macos tensorflow-metal
5. Add Jupyter to environment: conda install -c conda-forge -y jupyter
6. Install basic Python dependencies: conda install pandas numpy