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Structured Prediction (SEARN and DAgger)

Project description

Strum

THIS PACKAGE IS NO READY; NOTHING TO LOOK AT

Strum is a Python package for Structured Prediction. It aims to implement SEARN [1] and DAgger [2] algorithms.

See also: https://github.com/JohnLangford/vowpal_wabbit

License is MIT.

[1]Daumé, Hal, John Langford, and Daniel Marcu. “Search-Based Structured Prediction.” Machine Learning 75, no. 3 (June 2009): 297–325. doi:10.1007/s10994-009-5106-x.
[2]Ross, Stéphane, Geoffrey J. Gordon, и J. Andrew Bagnell. “A reduction of imitation learning and structured prediction to no-regret online learning.” arXiv preprint arXiv:1011.0686, 2010. http://arxiv.org/abs/1011.0686

Install

pip install strum

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This version

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