Scientific Software
Updated 9 months ago

PyCPD — Peer-reviewed • Rank 17.1 • Science 95%

PyCPD: Pure NumPy Implementation of the Coherent Point Drift Algorithm - Published in JOSS (2022)

Earth and Environmental Sciences (40%)
Scientific Software · Peer-reviewed
Scientific Software
Updated 9 months ago

gmm_diag and gmm_full — Peer-reviewed • Rank 2.4 • Science 93%

gmm_diag and gmm_full: C++ classes for multi-threaded Gaussian mixture models and Expectation-Maximisation - Published in JOSS (2017)

Updated 9 months ago

ExpectationMaximization • Rank 7.0 • Science 44%

A simple but generic implementation of Expectation Maximization algorithms to fit mixture models.

Updated 9 months ago

unsupervised-multimodal-trajectory-modeling • Science 54%

We use EM for a mixture of state space models to perform unsupervised clustering of short trajectories.

Updated 9 months ago

fast-dawid-skene • Science 54%

Code for the algorithms in the paper: Vaibhav B Sinha, Sukrut Rao, Vineeth N Balasubramanian. Fast Dawid-Skene: A Fast Vote Aggregation Scheme for Sentiment Classification. KDD WISDOM 2018