Scientific Software
Updated 9 months ago
PyCPD
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
gmm_diag and gmm_full: C++ classes for multi-threaded Gaussian mixture models and Expectation-Maximisation - Published in JOSS (2017)
Scientific Software · Peer-reviewed
Updated 9 months ago
ExpectationMaximization
A simple but generic implementation of Expectation Maximization algorithms to fit mixture models.
Updated 9 months ago
https://github.com/danesherbs/expectation-maximisation-gmm
Implementation of EM algorithm for the Gaussian mixture model.
Updated 9 months ago
https://github.com/bit-bots/particle_filter
A lightweight particle filter library for the ROS context.
Updated 9 months ago
unsupervised-multimodal-trajectory-modeling
We use EM for a mixture of state space models to perform unsupervised clustering of short trajectories.
Updated 9 months ago
fast-dawid-skene
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