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add pipeline to estimate shear from images #31

Merged
merged 31 commits into from
Nov 3, 2024
Merged

add pipeline to estimate shear from images #31

merged 31 commits into from
Nov 3, 2024

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ismael-mendoza
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@ismael-mendoza ismael-mendoza commented Oct 22, 2024 •
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  • add jax galsim and galsim drawing functions
  • make various options default
  • make noise use rng seed
  • notebook that checks what is a sensible interim prior to use
  • draft pipeline to fit one galaxy
  • fit script to fit galaxy in slurm
  • initialization of chain options
  • add option to kde for contours plots
  • make default interim prior larger

@ismael-mendoza
add galsim drawing too
4ced761
@ismael-mendoza
comment
93755cc
@ismael-mendoza
make fft a static arg and test we can still jit/vmap
860adc8
@ismael-mendoza
useful note
d41fa2c
@ismael-mendoza
noise uses jax format for randomness
1fe73d6
@ismael-mendoza
first draft of pipeline to infer shear from images
915d2f1
@ismael-mendoza
add functions to initialize, will use ball here
aac3279
@ismael-mendoza
enforce lf consistency
a661521
@ismael-mendoza
noteboko checking what the sigma_e and sigma_e_int should be for give…
ff80692 
…n shear
@ismael-mendoza
docstring
297fdaa
@ismael-mendoza
type
6dc6a97
@ismael-mendoza
fixes to pipeline
f819773 
sigma_e_int added as argument that is taken by prior; also make function on a single galaxy, vmap for more
@ismael-mendoza
experimenting with sigma_e_int
5c222dc
@ismael-mendoza
rename
bf0d984
@ismael-mendoza
testing new pipeline
94bcacc
@ismael-mendoza
no changes
79f5c2f
@ismael-mendoza
update results with 10k
9e1cd58
@ismael-mendoza
should be same order as magnitude as max(shear, shape_noise, obs_noise)
a7695cf
@ismael-mendoza
make interim prior wider
a7fad92
@ismael-mendoza
add option to slurm to change the shear used
0695196
@ismael-mendoza
results with negative shear
a0a1d8b
@ismael-mendoza
add kde option
85baf45
@ismael-mendoza
images gitignore
add20d7
@ismael-mendoza
be safe
deebb0e
@ismael-mendoza
more arguments added
e61fe4a
@ismael-mendoza
draft of pipeline to estimate shear with a fixseed galaxy
3749390
@ismael-mendoza
try negative shear
431a763
@ismael-mendoza
check new pipeline works for galaxy properties
189b716
@ismael-mendoza
checks on interim prior, need to be wider than shear mag
723cd35
@ismael-mendoza
no changes
0417954
@ismael-mendoza ismael-mendoza merged commit b049873 into main Nov 3, 2024
3 checks passed
@ismael-mendoza ismael-mendoza deleted the make-pipeline-from-image-to-shear branch November 3, 2024 22:16
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