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Dr. M. Umut DEMİREZEN's Projects

big-data-code icon big-data-code

Source code for Big Data: Principles and best practices of scalable realtime data systems

big-data-src icon big-data-src

example source code for Big Data book (www.manning.com/marz)

bindsnet icon bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

binns icon binns

Biologically-informed neural networks

blackbox icon blackbox

Flight data recorder feature for the Naze32/Baseflight

blocks icon blocks

A Theano framework for building and training neural networks

blog-code icon blog-code

Code and files related to random side projects

bluefog icon bluefog

Distributed and decentralized training framework for PyTorch over graph

bonecv icon bonecv

Beaglebone Webcam and OpenCV Examples Repository

bonedevicetree icon bonedevicetree

Working Project on the DeviceTree (note: files 3.8.11 Angstrom distro)

brats17 icon brats17

Brain tumor segmentation for MICCAI 2017 BraTS challenge

calibrated_regression icon calibrated_regression

A tutorial for the 2018 paper Accurate Uncertainties for Deep Learning Using Calibrated Regression by Kuleshov et al.

can-pinn icon can-pinn

Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)

cancelout icon cancelout

CancelOut is a layer for deep neural networks, that can help identify a subset of relevant input features for streaming or static data.

ceviche icon ceviche

:shrimp: Electromagnetic Simulation + Automatic Differentiation

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

chemprop icon chemprop

Fast and scalable uncertainty quantification for neural molecular property prediction, accelerated optimization, and guided virtual screening.

ci-workshop-networks icon ci-workshop-networks

Tutorials on network analysis, Discovery Engines Workshop at Computation Institute, Mar 18 2015

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