Wizmap

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WizMap is a data visualization tool that helps users explore and interpret large machine learning embeddings. It offers interactive, map-like visualizations for complex data.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Yes

Skill level

Technical

About

What is wizmap?

WizMap is an open-source, scalable interactive visualization tool designed to help users easily explore and interpret large machine learning embeddings directly in their browser. It features a novel multi-resolution embedding summarization method and a familiar map-like interaction design, making it intuitive to navigate complex embedding spaces. WizMap supports millions of embedding points, fast embedding search, and multimodal data including text and images. It also allows for animated embedding evolution, integration with computational notebooks like Jupyter and VS Code, and sharable URLs for collaboration. Users can easily integrate their own embeddings using the provided Python library.

Best used for

Ideal for data scientists who need to explore large machine learning embeddings, interpret complex high-dimensional data, and analyze multimodal datasets like text and images. Especially valuable for researchers and developers working with AI models who require interactive and scalable visualization solutions.

Common actions

visualize embeddings

explore machine learning data

interpret high-dimensional data

analyze multimodal data

collaborationautomated workflowdeepfakeopen-sourcelow-code/no-code"AI Agents"github copilotface swappingworkflows

Capabilities

Key features

Multi-resolution embedding summaries
Fast embedding search
Multimodal data support
Animated embedding evolution
Computational notebook integration
Sharable URLs

Target Audience

data scientist

Integrations

jupytervscodecolab

Pricing & Plans

Open Source

Free

FAQs

How can I use WizMap with my own embeddings?

You can use WizMap with your own embeddings by installing the `wizmap` Python library. This library helps you generate the necessary JSON files for your data. Once generated, you can either load them into the web demo via URLs or directly visualize them within computational notebooks.

Does WizMap support both text and image embeddings?

Yes, WizMap is designed to support multimodal data, including both text and image embeddings. This allows users to explore and interpret complex datasets that combine different types of information within a unified visualization.

Can I share my WizMap visualizations with others?

Absolutely. WizMap allows you to easily share your embedding maps with collaborators by simply copying the unique URL generated for your visualization from your browser. This makes collaboration and presentation of findings straightforward.

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Coding & Development › Open Source & Models

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