fritzprix / ml_note

personal archive for the study related ML

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Docker builder to play with Tensorflow & scikit-learn

for those who are learning ML with old books

Steps

  1. build docker image
    $ ./build.sh
  2. run jupyter notebook
    $ ./run.sh

local directory binding

there are 3 sub-directories mounted to docker for convenience. each of them is intended for..

  • work : repository for .ipynb files
  • tf_logs : data exported from tensorflow (e.g. models, logs, etc.)
  • data : sample data for training of your own

modules included

  • python2
  • Tensorflow (1.15 non-GPU)
  • pandas
  • numpy
  • matplotlib
  • scikit-learn

About

personal archive for the study related ML


Languages

Language:Jupyter Notebook 99.2%Language:Python 0.6%Language:Shell 0.2%Language:Dockerfile 0.0%