learn-TensorFlow

Key elements in this repository

Mac setup

Commands only.

Follow the Mac quickstart for Conda deactivation, Python 3.12, .venv-tf, installing requirements-mac.txt, and saving package versions.

Open the beginner notebook with bash run-beginner-mac.sh.

Previous setup notes

1. References
2. script3.sh - activates virtual environment (or source scripy3.sh)
3. .bashrc - for virtual environment
   • in .venv folder
4. Python Select Interpreter
5. pip install ipykernel
6. pip install jupyter
7. sh installer.sh
8. python.exe -m pip install --upgrade pip
9. pip install notebook
10. pip install pandas
11. python -m pip install -U pip
12. python -m pip install -U matplotlib
13. pip install seaborn
14. pip install -U scikit-learn
15. pip install openpyxl
16. pip install xlwings
17. xlwings addin install
18. pip install natsort
19. pip install imageio

Save setup

1. pip freeze > requirements.txt

Load setup

1. pip install -r requirements.txt

Analysis

1. notebooks/K-Means.ipynb
2. data/technical_support_data-2.csv

update to .gitignore

*.json
!spec/*.json

adapted to:

!*/ProcessedData.xlsx

git ignore all files of a certain type, except those in a specific subfolder