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Adaptive re-weighting for BPINNs#785

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AstitvaAggarwal wants to merge 41 commits intoSciML:masterSciML/NeuralPDE.jl:masterfrom AstitvaAggarwal:adaptiveBPINNAstitvaAggarwal/NeuralPDE.jl:adaptiveBPINNCopy head branch name to clipboard

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Commits on Jan 16, 2024

• Start

  AstitvaAggarwal

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Commits on Jan 17, 2024

• Merge branch 'SciML:master' into adaptiveBPINN

  AstitvaAggarwal

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Commits on Jan 19, 2024

• GradientScaleApative has problems on HMC,NUTS bayesian posterior case

  AstitvaAggarwal

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Commits on Jan 22, 2024

• Merge branch 'SciML:master' into adaptiveBPINN

  AstitvaAggarwal

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• Bump actions/cache from 3 to 4

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  dependabot[bot]

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• Merge pull request SciML#787 from SciML/dependabot/github_actions/actions/cache-4

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  ChrisRackauckas

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Commits on Jan 23, 2024

• refactor: remove duplicated methods as it causes methods overwrite

  sathvikbhagavan

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• Merge pull request SciML#788 from sathvikbhagavan/sb/remove_duplicate

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  ChrisRackauckas

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• wip

  KirillZubov

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Commits on Jan 26, 2024

• tests

  KirillZubov

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Commits on Jan 29, 2024

• dae_solver

  KirillZubov

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• update

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Commits on Jan 30, 2024

• add doc

  KirillZubov

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• build: remove Flux and Optimisers

  sathvikbhagavan

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• refactor: remove Flux support

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• test: remove Flux based tests

  sathvikbhagavan

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• refactor: added support for converting Flux to Lux in NNODE and cleaned up docstrings

  sathvikbhagavan

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• test: cleaned up NNODE tests and refactored them into testsets

  sathvikbhagavan

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• build: add Flux as test dep

  sathvikbhagavan

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• Update test/NNDAE_tests.jl

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  KirillZubov

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  ChrisRackauckas

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• Update test/NNDAE_tests.jl

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  KirillZubov

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  ChrisRackauckas

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• fix

  KirillZubov

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• Merge pull request SciML#790 from SciML/DAE_problem

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  KirillZubov

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Commits on Jan 31, 2024

• refactor: have auto translate from Flux to Lux for PhysicsInformedNN, BNNODE, BayesianPINN, ahmc_bayesian_pinn_ode

  sathvikbhagavan

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• test: refactor tests into testsets and add tests for autotranslating

  sathvikbhagavan

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• Merge branch 'master' into sb/remove_flux

  sathvikbhagavan

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• fixup! refactor: have auto translate from Flux to Lux for PhysicsInformedNN, BNNODE, BayesianPINN, ahmc_bayesian_pinn_ode

  sathvikbhagavan

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• fixup! test: refactor tests into testsets and add tests for autotranslating

  sathvikbhagavan

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• refactor: type differential_vars in generate_loss for DAEs as it causes overwrite

  sathvikbhagavan

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Commits on Feb 1, 2024

• test: further refactor tests and fix bugs

  sathvikbhagavan

  committed
  b1a7fa1

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• refactor: add auto translation for DAE problems

  sathvikbhagavan

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• refactor: fix min max adaptive loss

  sathvikbhagavan

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• docs: cleanup docstrings

  sathvikbhagavan

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• refactor: PhysicsInformedNN check phi for Lux

  sathvikbhagavan

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• Merge pull request SciML#789 from sathvikbhagavan/sb/remove_flux

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  ChrisRackauckas

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Commits on Feb 3, 2024

• Start

  AstitvaAggarwal

  committed
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• GradientScaleApative has problems on HMC,NUTS bayesian posterior case

  AstitvaAggarwal

  committed
  1508fb7

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• Merge branch 'adaptiveBPINN' of https://github.com/AstitvaAggarwal/NeuralPDE.jl into adaptiveBPINN

  AstitvaAggarwal

  committed
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• Start

  AstitvaAggarwal

  committed
  0ff23f1

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• GradientScaleApative has problems on HMC,NUTS bayesian posterior case

  AstitvaAggarwal

  committed
  28ae1b6

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• Merge branch 'adaptiveBPINN' of https://github.com/AstitvaAggarwal/NeuralPDE.jl into adaptiveBPINN

  AstitvaAggarwal

  committed
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