Hub API Reference

Hub is an open-source database for AI.

Getting Started

• Installation

Key Concepts

• Datasets
  • Creating Datasets
  • Loading Datasets
  • Deleting and Renaming Datasets
  • Copying Datasets
  • Dataset Operations
  • Dataset Visualization
  • Dataset Credentials
  • Dataset Properties
  • Dataset Version Control
  • Dataset Views
• Tensors
  • Creating Tensors
  • Deleting and Renaming Tensors
  • Adding and deleting samples
  • Retrieving samples
  • Tensor Properties
  • Info
  • Video features
• Htypes
  • Sequence htype
  • Link htype
• Sample Compressions
• PyTorch and Tensorflow Support
• Utility Functions
  • General Functions
  • Making Hub Samples
  • Parallelism

Integrations

• Weights and Biases
  • Logging Dataset Creation
  • Logging Dataset Read

Experimental API

• Dataloader & Query

API Reference

• hub
• hub.core
• hub.core.dataset
• hub.core.tensor
• hub.api
• hub.auto
• hub.util
• hub.client.log
• hub.experimental
• hub.experimental.dataloader

Indices and tables

• Index

• Module Index

• Search Page