FloydHub

FloydHub, also known as Floyd Labs, is a cloud platform that provides GPU-powered infrastructure for machine learning workflows. It is designed to support users who may not have access to high-end local hardware. The platform streamlines machine learning pipelines by separating data and source code management, making it easier to manage projects.

Key features of FloydHub include persistent workspaces that function like a cloud deep learning computer, allowing users to preserve files across sessions and switch between CPU and GPU instances. The platform offers a cloud IDE powered by JupyterLab for interactive development, along with tools for dataset management and running training jobs. Users can easily initialize projects, manage datasets, and utilize a command-line tool (floyd-cli) for various tasks. FloydHub is particularly suited for small to medium projects and provides documentation to assist users in getting started with deep learning.