Feature/scientific machine learning - #279

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dimtsap wants to merge 40 commits into

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feature/scientific_machine_learning

Commits on Aug 19, 2025

Merge pull request #270 from SURGroup/Development
dimtsap
authored
corrected shape error in example
ponkrshnan
committed

Commits on Nov 10, 2025

added VI_HMC trainer
ponkrshnan
committed
added VI_HMC trainer examples
ponkrshnan
committed

Commits on Nov 13, 2025

added doc strings
ponkrshnan
committed
removed test function to validate initializatin
ponkrshnan
committed
added documentation for VIHMC trainer
ponkrshnan
committed
changed docstring format and added logger
ponkrshnan
committed
improved documentation
ponkrshnan
committed
cleaned up the code
ponkrshnan
committed

Commits on Nov 14, 2025

changed default burn to 0
ponkrshnan
committed
added test to VIHMCtrainer
ponkrshnan
committed
updated bib
ponkrshnan
committed

Commits on Nov 17, 2025

removed verbose and updated hyperparameters
ponkrshnan
committed

Commits on Nov 18, 2025

changes to work on GPU
ponkrshnan
committed

Commits on Nov 20, 2025

added custom functional call, sensitivity data and user defined sensitivity indices
ponkrshnan
committed
fixed errors in running Fourier layers on GPU
ponkrshnan
committed

Commits on Nov 24, 2025

improved documentation
ponkrshnan
committed

Commits on Nov 30, 2025

improved variable names and options to save sensitivity scores
ponkrshnan
committed
moving setup to more modern pip version from Cornellius
ponkrshnan
committed

Commits on Mar 3, 2026

Added individual prior definitions for parameters
ponkrshnan
committed

Commits on Mar 30, 2026

Saving best models in trainers
ponkrshnan
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Saving best models in trainers
ponkrshnan
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resolving pylint error: bad operand type for unary -
ponkrshnan
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resolving pylint error: bad operand type for unary -
ponkrshnan
committed
resolving pylint error: bad operand type for unary -
ponkrshnan
committed
reverting back to working setup
ponkrshnan
committed
adding hamiltorch to requirements
ponkrshnan
committed

Commits on Mar 31, 2026

Changed tests to reduce run times
ponkrshnan
committed
Changed tests to reduce run times
ponkrshnan
committed
Changed tests to reduce run times
ponkrshnan
committed
fixes #250
ponkrshnan
committed
pylint: disable=invalid-unary-operand-type
ponkrshnan
committed
modified tests to reduce run time
ponkrshnan
committed

Commits on Apr 3, 2026

modified tests to reduce run time
ponkrshnan
committed

Commits on Apr 6, 2026

modified tests to reduce run time
ponkrshnan
committed
removing time deadlines on tests
ponkrshnan
committed
Merge branch 'main' into feature/scientific_machine_learning
ponkrshnan
authored

Commits on Apr 7, 2026

Improved documentation
ponkrshnan
committed
removed test deadlines
ponkrshnan
committed