R package to fit mixture of linear regressions.

A generic Mixture Density Networks (MDN) implementation for distribution and uncertainty estimation by using Keras (TensorFlow)

Some examples on computing MLEs using TensorFlow

ESE 650: Learning in Robotics Project 1, Color Segmentation using Gaussian Mixture Models

Unsupervised Learning of Mixture of von Mises-Fisher distributions using Minimum Message Length

note for some.

User Defined Functions for multi-component thermodynamic calculations of the Predictive Peng-Robinson 1978 Equation of State. Clean VBA functions - no UI changes and no pop up messages. Errors are reported in cell comments. Import Math.bas, ModArraySupport.bas and ChemE_Functions.bas into PData.xlsx and save as xlsm or simply download PData.xlsm.

Unsupervised clustering of sequences of arbitrary length using mixture of discrete-state markov models.

Manifold algorithm using a Mixture of Factor Analyzers.

This repository contains functions for obtaining posterior samples of allocation variables in multiple Bayesian over-fitted (sparse finite) mixed-scale mixture models. Mixture models included: 1) Bayesian Tensor Mixture of Product Kernels model (BayesTMPK), 2) Modularized Tensor Factorizations (MOTEF), 3) Bayesian Mixture of Product Kernels (Bay…

Fast Expectation Maximization (EM) algorithm for weighted samples in MATLAB

Mixture Density Network example with a two component function

Replication package for Abbring and Salimans (2021), "The Likelihood of Mixed Hitting Times," with MATLAB code for estimating mixed hitting-time models

Adaptive Mixture of Student-t distributions

Project code for "Direct Fitting of Gaussian Mixture Models"

It is envisaged to eliminate these light constituents by distillation (flash or stripping). A preliminary study of the operating conditions of the process can be done in pseudo-binary: we assimilate the C7 cut to n-heptane and the light ones to ethane. We wish to construct the diagrams [T-x-y] and [x-y], [h-x-y] of the ethane-n-heptane binary u…

A python implementation of the Fundamental Measure Theory for hard-sphere mixture in classical Density Functional Theory

foehnix package for R