ML4GW/DeepClean

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Nonlinear noise subtraction from gravitational wave strain data

Stars: 10
Forks: 6
Open beginner issues: 0
Indexed issues: 30

Dominant language: Python
License: No license data
Last GitHub push: Oct 24, 2022
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

Open All

30 open issues indexed

Running deepclean of MDC (pseudo) replay at LHO Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

ML4GW/DeepClean#67 · Opened Apr 1, 2023
Correlate test metrics with parameter recovery Open

question research topic

Difficulty 5/5 Over a week Newbie friendliness 20/100

ML4GW/DeepClean#65 · 3 comments · Opened Oct 13, 2022
in `gwftools.find`, add logic for finding files that contain superset of data needed Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 45/100

ML4GW/DeepClean#60 · Opened Aug 2, 2022
Fix probabilistic behavior in PSD loss test in `deepclean.trainer` Open

bug documentation good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

ML4GW/DeepClean#56 · Opened Jun 2, 2022
Create CI testing for `sandbox/analyze` project Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

ML4GW/DeepClean#54 · Opened Jun 1, 2022
Create CI testing for `sandbox/infer` project Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

ML4GW/DeepClean#53 · Opened Jun 1, 2022
Create CI testing for `sandbox/export` project Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

ML4GW/DeepClean#52 · Opened Jun 1, 2022
Add testing to sandbox projects Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

ML4GW/DeepClean#47 · 1 comment · Opened May 29, 2022
Add filters to CI Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ML4GW/DeepClean#44 · 1 comment · Opened May 17, 2022
Architecture library won't work for more than one architecture Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ML4GW/DeepClean#41 · Opened May 11, 2022
How to name online framefiles when there is non-integer aggregation latency? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ML4GW/DeepClean#40 · 9 comments · Opened Mar 26, 2022
Images for the wiki Open

documentation good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

ML4GW/DeepClean#38 · Opened Mar 25, 2022
Build experiment tracking framework Open

research topic

Difficulty 5/5 Over a week Newbie friendliness 25/100

ML4GW/DeepClean#35 · Opened Mar 25, 2022
Parameterize autoencoder architecture Open

hyperparameters research topic

Difficulty 5/5 Over a week Newbie friendliness 25/100

ML4GW/DeepClean#34 · 1 comment · Opened Mar 24, 2022
Can we make transformers work here? Open

architecture research topic

Difficulty 5/5 Over a week Newbie friendliness 25/100

ML4GW/DeepClean#33 · Opened Mar 24, 2022
Using convolutional kernels with sizes that are multiples of 8 Open

architecture research topic

Difficulty 5/5 Over a week Newbie friendliness 35/100

ML4GW/DeepClean#32 · Opened Mar 24, 2022
Relationship between receptive field and learnable bandwidth Open

architecture research topic

Difficulty 5/5 Over a week Newbie friendliness 25/100

ML4GW/DeepClean#31 · Opened Mar 24, 2022
DeepClean receptive field Open

architecture research topic

Difficulty 5/5 Over a week Newbie friendliness 25/100

ML4GW/DeepClean#30 · Opened Mar 24, 2022
Shuffling produces empirically worse results Open

data research topic

Difficulty 5/5 Over a week Newbie friendliness 25/100

ML4GW/DeepClean#28 · 1 comment · Opened Mar 24, 2022
Train stride tradeoffs Open

data research topic

Difficulty 5/5 Over a week Newbie friendliness 25/100

ML4GW/DeepClean#27 · Opened Mar 24, 2022
Performance on data at the edge of kernels Open

loss function research topic

Difficulty 5/5 Over a week Newbie friendliness 25/100

ML4GW/DeepClean#26 · 1 comment · Opened Mar 24, 2022
Alternative loss functions Open

loss function research topic

Difficulty 5/5 Over a week Newbie friendliness 25/100

ML4GW/DeepClean#24 · Opened Mar 24, 2022
How many FFTs required for stable ASD loss? Open

loss function research topic

Difficulty 5/5 Over a week Newbie friendliness 30/100

ML4GW/DeepClean#23 · Opened Mar 24, 2022
Replacing No-data channels with dummy dc timeseries Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

ML4GW/DeepClean#20 · 6 comments · Opened Mar 11, 2022
Issue templates Open

documentation good first issue

Difficulty 5/5 Over a week Newbie friendliness 35/100

ML4GW/DeepClean#14 · Opened Feb 11, 2022
Branching and release cycles Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ML4GW/DeepClean#9 · Opened Feb 10, 2022
Containerize applications Open

enhancement question

ML4GW/DeepClean#8 · 1 comment · 1 assignee · Opened Feb 10, 2022
Hyperparameter search Open

hyperparameters research topic

Difficulty 4/5 3-5 days Newbie friendliness 25/100

ML4GW/DeepClean#7 · Opened Feb 10, 2022
Documentation Open

documentation good first issue

Difficulty 5/5 Over a week Newbie friendliness 25/100

ML4GW/DeepClean#6 · 1 comment · Opened Feb 10, 2022
Implement retraining pipeline Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ML4GW/DeepClean#3 · Opened Feb 10, 2022

ML4GW/DeepClean

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