/experiment-ml-docker-py

experimenting with ML (scikit etc) & python & docker for python

Primary LanguageC++

experiment-ml-docker-py

experimenting with ML (scikit etc) & python & docker for python

  • temperature - classification - uses a simple temperature range example (ml & plain old py (popy))
  • algebraeic - regression - uses a simple algebraeic function (ml & popy)
  • edge impulse - dataset for training only, see website & pi & engr log
  • neuralnet - v simple using numpy & matplotlib
  • Docker-py - set up to use Docker to run apps

Usage Notes

Note I do not use python environments because I use mostly containers so apps are encapsulated anyway & envs are moot.

for python

  • Install vscode (or other text editor)
  • Install python
  • Install scikit learn TL;DR pip install -U scikit-learn
    Note On win pro, using a vscode terminal needed -m in py -m pip install -U scikit-learn & whenever I use pip
  • for neural net need py -m pip install -U matplotlib
  • You may also want pandas or TL;DR pip install pandas

for docker (optional, I was playing with this for the sci & engr course in 2022)