Google Colab

HyperView works in Google Colab. Colab runs on a remote machine, so localhost is not reachable from your browser; HyperView detects Colab and serves the workspace through Colab's proxy instead.

!pip install -q hyperview

import hyperview as hv

dataset = hv.Dataset("cifar100", persist=False)
dataset.add_from_huggingface("uoft-cs/cifar100", split="train", max_samples=500)
dataset.compute_embeddings(model="openai/clip-vit-base-patch32")
dataset.compute_visualization()

hv.launch(dataset)

hv.launch prints an Open HyperView in a new tab button. Click it to open the workspace. The launcher page embeds the proxied app so it keeps working when the browser blocks third-party cookies.