Machine Learning Experiments with Sacred @PyData Berlin

A short introduction to sacred for logging machine learning experiments.

Installation

If you want to run the notebook offline, you will need conda and docker:

$ conda env create -f environment.yml
$ cd sacred_setup
$ docker-compose up -d
$ cd ..
$ conda activate sacred
$ jupyter notebook

Once you are finished stop all the running containers

$ cd sacred_setup
$ docker-compose stop