frogbox

An opinionated machine learning framework.

The workflow is built around Torch Ignite and uses Weights & Biases for logging metrics.

Experiments are defined using JSON files and supports jinja2 templates. See frogbox.config.Config for configuration file JSON schema.

Installation

pip install git+https://SimonLarsen@github.com/SimonLarsen/frogbox.git@v0.3.3

Getting started

See documentation.