gmr: Gaussian Mixture Regression.

J. Open Source Softw.(2021)

引用 8|浏览0
暂无评分
摘要
• EM implementation that only requires numpy and scipy • computation of conditional distributions • sampling from confidence regions of multivariate Gaussians • collapsing a GMM to a single Gaussian • extraction of individual Gaussians from a (conditional) GMM • plotting of covariance ellipses • unscented transform (Uhlmann, 1995) to estimate the effect of a nonlinear function on a Gaussian distribution
更多
查看译文
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要