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Update Code Review 2023
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May 17, 2023
by
Srashti Goyal
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Code-Review-2023.md
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@@ -31,13 +31,10 @@ Can be found [here](https://git.ligo.org/srashti.goyal/lensid/-/wikis/Code-revie
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[x] Single detector training with uniform in masses dataset, including subthreshold triggers.. single det snr : 4 to 40 (powerlaw)
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[
x] O4 MDC here [git
](
https://git.ligo.org/srashti.goyal/lensing_mdc_o4
)
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[x] O4 simulated dataset generation
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[ ] Optimisation and ensembling (to reduce overfitting and variance)
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[ ] Benchmarking results (+ find optimal way to combine HLV ML QTs results)
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[ ] Background computation
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[ ] CBCFlow integration
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[ ] O4 Data preparation
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[ ] O4 simulated noise trained and tested Machines
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[ ] O4 real noise training
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[x] O4 simulated noise trained and tested Machines
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[x] O4 uniform and astrophysical pop. data preparation
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[ ] Ensembling (to reduce overfitting and variance)
## Package Scripts
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@@ -126,6 +123,19 @@ The review call happen on Wednesdays 1 PM CEST/ 4:30 PM IST virtual IFPA room: h
### Action items
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[ ] Prepare training and testing scripts.
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[ ] Sign off feature extraction and ML utils codes.
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[x] Prepare training and testing scripts.
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[x] Sign off feature extraction and ML utils codes.
## 17 May 2023
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We discussed the important code review scripts
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Hoping to sign off by 23rd May.
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We discussed things for result review.
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We will meet next Tuesday at 2:30 pm CEST.
For the result review we will have:
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Optimisation, benchmarking results on simulated data, final trained machines.
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Background computation
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CBCFlow integration
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Data preparation O4 events.
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O4 real noise training?
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