Enhancing Glitch Identification in Gravitational Wave Analysis: A Continual Learning Approach

This repository contains the code and resources for my Master's thesis at Open Universiteit.

Author

Brian Baert

Abstract

tbd

Installation

tbd

Usage

tbd

Contributing

brian.baert@howest.be

License

Msc-thesis is distributed under the GPL-3.0 License. Please read the license before using Msc-thesis, which is distributed in the LICENSE file.

Name		Name	Last commit message	Last commit date
Latest commit History 168 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Data		Data
Models		Models
Results		Results
WeightChanges		WeightChanges
__pycache__		__pycache__
csvlogs		csvlogs
.gitignore		.gitignore
H1_glitches.txt		H1_glitches.txt
L1_glitches.txt		L1_glitches.txt
L1_valid_glitches.txt		L1_valid_glitches.txt
LICENSE		LICENSE
LwF_log.txt		LwF_log.txt
MscThesis_DataCollection_and_Exploration.ipynb		MscThesis_DataCollection_and_Exploration.ipynb
MscThesis_RQ1_MultiviewFusion.ipynb		MscThesis_RQ1_MultiviewFusion.ipynb
MscThesis_RQ1_playground.ipynb		MscThesis_RQ1_playground.ipynb
MscThesis_RQ2_playground_FD.ipynb		MscThesis_RQ2_playground_FD.ipynb
MscThesis_RQ2_playground_OLD.ipynb		MscThesis_RQ2_playground_OLD.ipynb
README.md		README.md
class_weights.txt		class_weights.txt
classes.txt		classes.txt
cm_FD_model.png		cm_FD_model.png
f1_FD_model.png		f1_FD_model.png
multiview_fusion_AGEM_log.txt		multiview_fusion_AGEM_log.txt
multiview_fusion_AGEM_log100_epochs.txt		multiview_fusion_AGEM_log100_epochs.txt
multiview_fusion_DER++_log.txt		multiview_fusion_DER++_log.txt
multiview_fusion_DER++_log_100epochs.txt		multiview_fusion_DER++_log_100epochs.txt
multiview_fusion_DER_log.txt		multiview_fusion_DER_log.txt
multiview_fusion_DER_log_100epochs.txt		multiview_fusion_DER_log_100epochs.txt
multiview_fusion_EWC_log_100epochs.txt		multiview_fusion_EWC_log_100epochs.txt
multiview_fusion_LwF_log.txt		multiview_fusion_LwF_log.txt
multiview_fusion_LwF_log_100epochs.txt		multiview_fusion_LwF_log_100epochs.txt
multiview_fusion_TaskBased_log.txt		multiview_fusion_TaskBased_log.txt
multiview_fusion_naive_log.txt		multiview_fusion_naive_log.txt
multiview_fusion_naive_log_100epochs.txt		multiview_fusion_naive_log_100epochs.txt
my_SimpleResnet18.py		my_SimpleResnet18.py
my_architectures.py		my_architectures.py
my_dataloaders.py		my_dataloaders.py
my_gwpy_and_fractals.py		my_gwpy_and_fractals.py
my_transformations.py		my_transformations.py
my_utils.py		my_utils.py
naive_log.txt		naive_log.txt
naive_log_1.txt		naive_log_1.txt
umap_test.png		umap_test.png

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brianbaert/MscThesis

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Enhancing Glitch Identification in Gravitational Wave Analysis: A Continual Learning Approach

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