2023-12-29

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An introduction to self-organizing maps

2023-12-29 :: Georgios Is. Detorakis

#SOM #Kohonen #neural networks #self-organizing map #pytorch

Blog post on self-organizing maps implemented in Pytorch

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Tips & Tricks (Linux/Vim/Git/Programming)

2023-12-18 :: Georgios Is. Detorakis

#Linux #Vim #Python #C #Git

Blog post on tips and tricks for Linux/Programming/Git/Vim

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2022-11-28 :: Georgios Is. Detorakis and Roman Parise

#Organs-on-chips #tissue-as-a-service #cloud computing #neuroscience #scientific experiments

Blog post on organs-on-chip-as-a-service

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2022-10-13 :: Georgios Is. Detorakis

#ACF #PACF #autocorrelation #partial autocorrelation #time series

Blog post on Autocorrelation and Partial Autocorrelation functions

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2022-10-13 :: Georgios Is. Detorakis

#normalization #standardize #scaling #centered #difference transform #power transform

Blog post on useful data transformations

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2022-05-05 :: Georgios Is. Detorakis

#mean squared error #MSE #MAE #mean absolute error #time series #R2 #coefficient of determination

Blog post on time series forecasting error metrics

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2022-04-28 :: Georgios Is. Detorakis

#genetic algorithms #GAIM #island model #optimization

Blog post on genetic algorithms and island models

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2022-03-16 :: Georgios Is. Detorakis

#mathematics #math tips #math and python

Blog post on math tricks in Python

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2021-04-13 :: GID

Demo videos of past research projects

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