InfoTheory Workspace is a browser-based tool for practical information theory and universal AI experimentation. It allows users to estimate entropy, mutual information, and compression distances, supporting interactive analysis and experimentation for data scientists and researchers.
InfoTheory is a Data science & ML workbench product. It focuses on experimenting with information theory metrics and AI models interactively in the browser. InfoTheory is a B2B product aimed at data scientists and researchers. InfoTheory costs nothing to use. InfoTheory is available on the web and the command line.
InfoTheory first shipped in 2025. The project is developed in the open on GitHub with 14 stars and 48 commits in the last 90 days. Across PulseGate's embedding index, InfoTheory has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are entropy estimation, mutual information, and compression distances.
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