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CosmoStat
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wf-psf
Data-driven wavefront-based PSF modelling framework.
MIT License
19
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9
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Feature interp
#35
CentofantiEze
closed
2 years ago
2
Feature interp
#34
tobias-liaudat
closed
2 years ago
0
Feature multi cycle
#33
CentofantiEze
closed
2 years ago
0
Feature interp
#32
CentofantiEze
closed
2 years ago
1
Improve SED interpolation in training script -> Add new hyperparameters for automatic interp
#31
tobias-liaudat
closed
2 years ago
0
Add option to use x3 resolution stars directly from the test dataset and not to regenete the data
#30
tobias-liaudat
opened
2 years ago
0
Add support for SED interpolation handling
#29
tobias-liaudat
closed
2 years ago
0
Add documentation for the general script in long-run folder
#28
tobias-liaudat
closed
2 years ago
2
Modify `star_numbers` parameter name in general script
#27
tobias-liaudat
opened
2 years ago
0
Add a feature to copy the job .sh to the log-file
#26
tobias-liaudat
closed
2 years ago
0
Add support for custom multi-cycle training
#25
tobias-liaudat
closed
2 years ago
2
Problem with Tensorflow FFT implementation (Extremely slow on CPU)
#24
tobias-liaudat
opened
2 years ago
0
Fill READMEs with descriptions
#23
tobias-liaudat
closed
2 years ago
0
Evaluate model performance as a function of the number of observed stars
#22
tobias-liaudat
closed
3 years ago
1
Evaluate initialisation strategies
#21
tobias-liaudat
closed
2 years ago
1
Evaluate optimisation strategies
#20
tobias-liaudat
closed
3 years ago
1
Write journal article
#19
tobias-liaudat
closed
2 years ago
2
Study performance with under-sampled and noisy data
#18
tobias-liaudat
closed
3 years ago
3
Add requirements
#17
tobias-liaudat
closed
3 years ago
1
Downsampling operation in tensorflow does not have its gradient implemented :o
#16
tobias-liaudat
closed
3 years ago
2
Extend non-parametric part to a matrix factorisation scheme
#15
tobias-liaudat
closed
3 years ago
11
Write conference article
#14
tobias-liaudat
closed
3 years ago
2
Compare performance of the wf-psf parametric model to off-the-shelf PSF models
#13
tobias-liaudat
closed
3 years ago
1
Explore a non-parametrical version of the wf-psf model
#12
tobias-liaudat
closed
3 years ago
4
Evaluate model estimation with under-sampled data
#11
tobias-liaudat
closed
3 years ago
3
Build function to generate Zernike maps
#10
tobias-liaudat
closed
3 years ago
3
Evaluate performance with different noise scenarios
#9
tobias-liaudat
closed
3 years ago
4
For the same model parameters numpy generator and tensorflow model do not coincide
#8
tobias-liaudat
closed
3 years ago
1
Sanity checks
#7
tobias-liaudat
closed
3 years ago
2
Reorganise TF code
#6
tobias-liaudat
closed
3 years ago
0
Check the optimization strategies
#5
tobias-liaudat
closed
3 years ago
1
Improve the memory handling for the model optimization
#4
tobias-liaudat
closed
3 years ago
1
Get a set of stellar SEDs
#3
tobias-liaudat
closed
3 years ago
1
PSF-SIM. New PSF field variations.
#2
tobias-liaudat
closed
3 years ago
2
Allow for GPU parallelisation
#1
tobias-liaudat
closed
3 years ago
1
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