SteveOv ebop_maven issues

SteveOv / ebop_maven

EBOP Model Automatic input Value Estimation Neural network

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add support for "adaptive wrap" of mags feature

#83 SteveOv opened 2 weeks ago
1
add support for parameter scatter plots from JKTEBOP task 8 & 9 out files

#82 SteveOv opened 2 weeks ago
0
new versions of TensorFlow/Keras leads to changed training result

#81 SteveOv closed 3 weeks ago
3
Investigate predictions on "swap" synthetic test dataset

#80 SteveOv opened 1 month ago
5
Rework trainset/dataset code so that it can flip the components/roll mags if secondary is deeper

#79 SteveOv closed 1 month ago
3
investigate production of correlation plots between labels & estimates

#78 SteveOv opened 2 months ago
0
Rework deb_example/datasets so only a single mags feature per mags_bins

#77 SteveOv closed 2 months ago
0
Add ability to run jktebop task 8|9 fit to the interactive tester

#76 SteveOv closed 2 months ago
4
interactive tester does not behave the same way as model_testing when using labels for control fit

#75 SteveOv closed 2 months ago
1
Review default handling of qphot (and fitting flag) for control and test fits

#74 SteveOv closed 2 months ago
1
Overnight model search stopped training after ~20 evals

#73 SteveOv closed 2 months ago
5
add qphot to the train/test datasets

#72 SteveOv closed 2 months ago
3
better handling of qphot

#71 SteveOv closed 2 months ago
9
Rework model_search so that it is resumable

#70 SteveOv closed 2 months ago
0
investigate learning rate scheduling

#69 SteveOv closed 2 months ago
5
investigate a way of detecting if secondary will be deeper than primary when generating a train/test instance

#68 SteveOv closed 2 months ago
5
Rework modelling.output_layer() so that we can support >1 activation

#67 SteveOv closed 2 months ago
2
Investigate mitigations for "unphysical" prediction values

#66 SteveOv closed 2 months ago
9
review re-scaling code in estimator.predict()

#65 SteveOv closed 2 months ago
1
Create training dataset for test_estimator

#64 SteveOv opened 2 months ago
0
investigate the use of numpy structured arrays in the output from Estimator

#63 SteveOv closed 2 months ago
5
refine population synthesis for synthetic-mist-tess-dataset

#62 SteveOv closed 2 months ago
5
Look to integrate FFI processing into ingest pipeline

#61 SteveOv opened 3 months ago
2
Add a simple tutorial jupyter page for example maven

#60 SteveOv opened 3 months ago
0
Potentially create a new deblib package from the libs folder of ebop_maven

#59 SteveOv opened 3 months ago
1
update structure; move trainsets and datasets functionality to the root

#58 SteveOv closed 3 months ago
3
Can we change the JKTEBOP negative L3 error to a warning (& set to zero)?

#57 SteveOv closed 2 months ago
0
Review training set diststributions for k, J and e

#56 SteveOv closed 3 months ago
6
check for consistent use to constrained or tight layout on plots

#55 SteveOv closed 2 months ago
2
new plot: loss vs label value with support for > label on the same axes

#54 SteveOv closed 3 months ago
2
model_testing: add boxplots for transiting/non-trans for the full synth test dataset

#53 SteveOv closed 3 months ago
1
capture training log

#52 SteveOv closed 3 months ago
0
interactive_tester incorrect format in models dropdown

#51 SteveOv closed 3 months ago
0
code for creating JKTEBOP file names not working under venv

#50 SteveOv closed 3 months ago
0
move the MIST isos out of the ebop_maven/libs directory structure

#49 SteveOv closed 3 months ago
1
add ability to configure mags augmentations through the read_dataset() path

#48 SteveOv closed 3 months ago
0
investigate using a matplotlib cmap on the H-R and pred-vs-label plots to indicate stars approximate colour

#47 SteveOv opened 3 months ago
1
review best way to work with MIST models; isos or eeps?

#46 SteveOv closed 3 months ago
2
reduce height of histogram plots - taking up too much space in paper

#45 SteveOv closed 3 months ago
0
Update StellarModels to resolve the pandas FutureWarning

#44 SteveOv closed 3 months ago
0
make_dataset_files() doesn't support setting test_ratio arg to 1.0

#43 SteveOv closed 3 months ago
0
investigate discrepancy reported MAE/MSE values from model_testing

#42 SteveOv closed 3 months ago
0
Create a new ebop_mave/pipeline module

#41 SteveOv closed 4 months ago
1
Extend Estimator so that it's possible to access all MC Dropout predictions

#40 SteveOv closed 4 months ago
0
Consider HO Tel for formal-test-dataset

#39 SteveOv closed 4 months ago
1
add flatten() functionality to ingest pipeline

#38 SteveOv closed 4 months ago
0
a more formal approach to omitting systems from formal-test-dataset

#37 SteveOv closed 4 months ago
0
move deb_example from libs to root of ebop_maven

#36 SteveOv closed 4 months ago
0
add post detrending clipping to the simple ingest pipeline (a la poc debfit pipeline)

#35 SteveOv closed 4 months ago
0
Look into adding R2 Score to model_testing as this may be better for comparing models than MAE/MSE

#34 SteveOv closed 4 months ago
0