tailestim is an open-source Python package that provides multiple methods for estimating tail parameters of heavy-tailed distributions. It offers a modern interface, logging, and built-in datasets, making it useful for researchers and data scientists working with statistical models and network analysis.
tailestim is an Other dev tools product. It focuses on simplifying the estimation of tail parameters in heavy-tailed statistical distributions for researchers and analysts. tailestim is an open-source project aimed at data scientists. The project is open source (MIT). The product ships for the command line and API, and it can be self-hosted.
Minami Ueda builds and maintains tailestim, and the product first shipped in 2025. Across PulseGate's embedding index, tailestim has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are multiple estimators, bootstrap thresholding, and API access.
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