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Dr. M. Umut DEMİREZEN's Projects

googlemaps-tsp-ga icon googlemaps-tsp-ga

Solving the Traveling Salesman Problem using Google Maps and Genetic Algorithms

gpabc.jl icon gpabc.jl

Using Gaussian Processes to subsidise simulations in Approximate Bayesian Computation.

gpinn icon gpinn

gPINN: Gradient-enhanced physics-informed neural networks

gptutorial icon gptutorial

A hands-on tutorial on supervised learning with Gaussian processes

gr-gsm icon gr-gsm

Gnuradio blocks and tools for receiving GSM transmissions

gr-id-pinn icon gr-id-pinn

Constructing initial data for numerical relativity simulations using physics-informed neural networks.

gradient-free-optimizers icon gradient-free-optimizers

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical search spaces.

graphdmd icon graphdmd

Dynamic mode decomposition with dependent structure among observables (Graph DMD)

growingneuralgas icon growingneuralgas

Simple implementation of the "growing neural gas" artificial neural network

h2o icon h2o

h2o = fast statistical, machine learning & math runtime for bigdata

h2o-dev icon h2o-dev

Fast Scalable Machine Learning API For Smarter Applications

hadoop-auto-install icon hadoop-auto-install

Auto-Install Hadoop on single node (Standalone machine) or multi node cluster (Multiple machines on same network/Cloud envirnment)

hardconstraint icon hardconstraint

Official implementation of *A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs*

heron icon heron

Heron is a surrogate modelling toolkit for python, using Gaussian process regression.

hessian-based-toolbox icon hessian-based-toolbox

The repository accompanying the research paper "Hessian-based toolbox for more reliable and interpretable machines learning physics" by A. Dawid, P. Huembeli, M. Tomza, M. Lewenstein, and A. Dauphin

hibachi icon hibachi

Data simulation software that creates data sets with particular characteristics

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