hyperdrive

A repository for code that runs hyperparameter experiments.

Before You Begin (Requirements)

Your machine should have the following software installed:

1. Python >= 3.9
2. Docker -Get Docker Here: https://docs.docker.com/get-docker/

Contributing

See CONTRIBUTORS.md for details on requirements.

Installation Quick Start

Hyper CLI

Grab a binary from the releases listed on this repo. To install from source, see Hyper CLI readme

Dataclient

The Dataclient can be installed via pip using the following command:

pip install -e git+https://github.com/gohypergiant/hyperdrive.git#egg=dataclient\&subdirectory=dataclient

Hyperpackage

Hyperpackage can be installed via pip using the following command:

pip install -e git+https://github.com/gohypergiant/hyperdrive.git#egg=hyperpackage\&subdirectory=hyperpackage

Hypertrain

Hypertrain can be installed via pip using the following command:

pip install -e git+https://github.com/gohypergiant/hyperdrive.git#egg=hypertrain\&subdirectory=hypertrain

Documentation

Hyper CLI

See Hyper CLI readme

Hyperpackage

See Hyperpackage

Hypertrain

See Hypertrain

Dataclient

See Dataclient

Hyperpack Wrapper (fastapp)

See Hyperpack Wrapper