#interactive visualization

Transformer Explainer offers an interactive tool to explore Transformer models such as GPT-2 right in the browser. This real-time visualization allows experimentation with text and provides insights into model operations for generating predictions. It is designed to aid in understanding the complexities of text-generative models, making it accessible and beneficial for both learners and professionals, without requiring installation.

WizMap provides a scalable solution for exploring extensive machine learning embeddings with ease. Its multi-resolution summarization and intuitive map-like interface facilitate navigation and understanding of complex data. Supporting both text and image modalities, it integrates with various computational notebooks and enables straightforward sharing via unique URLs. Suitable for researchers and developers seeking to analyze intricate embedding landscapes.

GAM Changer offers an interactive visualization tool for domain experts and data scientists to edit Generalized Additive Models (GAMs) efficiently. Users can upload and modify their models using an intuitive interface, integrate with Jupyter and Google Colab ecosystems, and maintain comprehensive editing histories. Developed with Microsoft Research and leading academic partners, this tool is available as an easily installable Python package.