aytacpacal
PhD student at the German Aerospace Center exploring climate change
Deutsches Zentrum für Luft- und Raumfahrt (DLR)Oberpfaffenhofen
Pinned Repositories
aytacpacal
aytacpacal.github.io
Climate-Learning
How to predict extreme events in climate using rare event algorithms and modern tools of machine learning
cmip_warming_levels
year when a certain warming level was reached in cmip5 and cmip6 data
dagmm
My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection
DAGMM-1
DAGMM Tensorflow implementation
era5cli
Command Line Interface to download ERA5 from Copernicus Climate Data Service
ESMValTool
ESMValTool: A community diagnostic and performance metrics tool for routine evaluation of Earth system models in CMIP
turkiye_cartogram
Cartogram maps created to visualise the provinces of Turkey according to population
pacal23jgr_GaussianMixtureModels_Extremes
This repository provides a Python implementation of the Gaussian Mixture Model (GMM) algorithm for detecting extreme events in CMIP6 data.
aytacpacal's Repositories
aytacpacal/era5cli
Command Line Interface to download ERA5 from Copernicus Climate Data Service
aytacpacal/aytacpacal
aytacpacal/aytacpacal.github.io
aytacpacal/Climate-Learning
How to predict extreme events in climate using rare event algorithms and modern tools of machine learning
aytacpacal/cmip_warming_levels
year when a certain warming level was reached in cmip5 and cmip6 data
aytacpacal/dagmm
My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection
aytacpacal/DAGMM-1
DAGMM Tensorflow implementation
aytacpacal/ESMValTool
ESMValTool: A community diagnostic and performance metrics tool for routine evaluation of Earth system models in CMIP
aytacpacal/natural-earth-vector
A global, public domain map dataset available at three scales and featuring tightly integrated vector and raster data.
aytacpacal/phys68l
BOUN-PHYS68L FALL2018 project
aytacpacal/sci-hub-injector
Adds SciHub links to popular publisher websites
aytacpacal/turkiye_cartogram
Cartogram maps created to visualise the provinces of Turkey according to population
aytacpacal/zotero-citationcounts
Zotero plugin for auto-fetching citation counts from various sources
aytacpacal/lstm-vae-torch
A Simple Pytorch Implementation of LSTM-based Variational Autoencoder(VAE)
aytacpacal/VAE-LSTM-for-anomaly-detection
We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.
aytacpacal/XAIDA4Detection