stochastic-optimization topic

Create Your Own Metropolis-Hastings Markov Chain Monte Carlo Algorithm for Bayesian Inference (With Python)

pmocz

A simple implementation of SPSA with automatic learning rate tuning

SimpleArt

Hessian-based stochastic optimization in TensorFlow and keras

tomoleary

This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and multivariate) and use (1) Bayesian framework, (2) Pyomo packag...

tstran155

Low-variance, efficient and unbiased gradient estimation for optimizing models with binary latent variables. (ICLR 2019)

mingzhang-yin

Deterministic and Stochastic Dynamic Programs for optimization of Supply Chain

sattwiksuman

An interactive visual simulator for distance-based protein folding

Bhattacharya-Lab

Utilities for parsing MPS and SMPS file formats.

jmaerte

Implementation of the (dynamic) stochastic dual dynamic integer programming (SDDiP) algorithm.

leoschleier

Tabu Search algorithm

edgarsmdn