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Dr. M. Umut DEMİREZEN's Projects

mrs_mri_libs icon mrs_mri_libs

Contains libraries for reading, writing and analysing Magnetic Resonance Spectroscopy and Imaging (MRS & MRI) data.

msda icon msda

Library for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomaly detector

mtl icon mtl

Unofficial implementation of: Multi-task learning using uncertainty to weigh losses for scene geometry and semantics

multistepnns icon multistepnns

Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems

multivariate_newton_method icon multivariate_newton_method

I could not find a function for optimizing a function that took a vector input and returned a scalar value in scipy.optimize, so I have attempted to create a class that does this.

mythes-tr icon mythes-tr

Türkçe Eşanlamlı Kelimeler Sözlüğü (Turkish Thesaurus)

nah-khcnn icon nah-khcnn

Repository of "A Physics-Informed Neural Network Approach for Nearfield Acoustic Holography"

ndscheduler icon ndscheduler

A flexible python library for building your own cron-like system, with REST APIs and a Web UI.

neural-ode icon neural-ode

Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations

neural-ode-experiments icon neural-ode-experiments

This repository contains experiments with Neural Ordinary Differential Equations with simulated and real empirical data

neuralpde.jl icon neuralpde.jl

Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

neuralsolvers icon neuralsolvers

Neural network based solvers for partial differential equations and inverse problems :milky_way:. Implementation of physics-informed neural networks in pytorch.

neuralwarp icon neuralwarp

A supporting website for the paper "NeuralWarp: Time-Series Similarity with Warping Networks"

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