cookiecutter-ml-workspace

A cookiecutter template for machine learning works.

Usage

Options

• author_name: your name
• project_name: your project name
• project_description: description of your project (this will be inserted to README.md)
• use_cuda: use cuda
• jupyter_port: a port to access JupyterLab running on a container
• tensorboard_port: a port to access TensorBoard running on a container

Generate project and launch Docker container

Run following commands:

$ cookiecutter https://github.com/eqs/cookiecutter-ml-workspace
# cd to generated project dir
$ docker-compose build  # (or docker-compose build --no-cache)
$ docker-compose up -d

Access following URLs from web browser:

• localhost:<jupyter_port>
• localhost:<tensorboard_port>