CHANGELOG.md
CITATION.cff
Dockerfile
LICENSE
MANIFEST.in
README.md
ROADMAP.md
pyproject.toml
setup.py
deployment/aws/deploy.sh
deployment/azure/deploy.sh
deployment/gcp/deploy.sh
docs/config_reference.rst
docs/core_api.rst
docs/getting_started.rst
docs/index.rst
docs/performance_guide.rst
docs/troubleshooting.rst
docs/api/index.rst
docs/architecture/current_architecture.rst
docs/architecture/migration_plan.rst
docs/deployment/index.rst
docs/deployment/production.rst
docs/examples/index.rst
docs/theory/background.rst
docs/theory/index.rst
docs/tutorials/advanced_training.rst
docs/tutorials/custom_pde.rst
docs/tutorials/first_pinn.rst
docs/tutorials/index.rst
docs/tutorials/visualization.rst
examples/demo_visualization.py
examples/advanced/causal_weighting.py
examples/advanced/distributed_training.py
examples/advanced/inverse_problems.py
examples/advanced/multi_scale_training.py
examples/advanced/transfer_learning.py
examples/advanced/uncertainty_quantification.py
examples/basic/allen_cahn.py
examples/basic/burgers_equation.py
examples/basic/custom_pde.py
examples/basic/heat_equation.py
examples/basic/navier_stokes_2d.py
examples/basic/wave_equation.py
examples/benchmarks/active_learning_comparison.py
examples/benchmarks/convergence_study.py
examples/benchmarks/method_comparison.py
examples/benchmarks/multiscale_comparison.py
examples/benchmarks/performance_benchmark.py
examples/benchmarks/transfer_learning.py
scripts/benchmark_caching.py
scripts/benchmark_distributed.py
scripts/benchmark_memory.py
scripts/benchmark_precision.py
scripts/benchmark_rar.py
scripts/benchmark_training.py
src/pinnlab/__init__.py
src/pinnlab/cli.py
src/pinnlab.egg-info/PKG-INFO
src/pinnlab.egg-info/SOURCES.txt
src/pinnlab.egg-info/dependency_links.txt
src/pinnlab.egg-info/entry_points.txt
src/pinnlab.egg-info/requires.txt
src/pinnlab.egg-info/top_level.txt
src/pinnlab/benchmarks/__init__.py
src/pinnlab/benchmarks/evaluation.py
src/pinnlab/benchmarks/results.py
src/pinnlab/config/__init__.py
src/pinnlab/config/management.py
src/pinnlab/constraints/__init__.py
src/pinnlab/constraints/base.py
src/pinnlab/constraints/soft.py
src/pinnlab/deployment/__init__.py
src/pinnlab/deployment/grpc_server.py
src/pinnlab/deployment/model_io.py
src/pinnlab/deployment/server.py
src/pinnlab/distributed/__init__.py
src/pinnlab/distributed/communication.py
src/pinnlab/distributed/distributed.py
src/pinnlab/distributed/load_balancing.py
src/pinnlab/distributed/parallel.py
src/pinnlab/distributed/trainer.py
src/pinnlab/geometry/__init__.py
src/pinnlab/geometry/base.py
src/pinnlab/geometry/interval.py
src/pinnlab/geometry/rectangle.py
src/pinnlab/models/__init__.py
src/pinnlab/models/advanced.py
src/pinnlab/models/mlp.py
src/pinnlab/models/multiscale.py
src/pinnlab/numerics/__init__.py
src/pinnlab/numerics/heat.py
src/pinnlab/optimization/__init__.py
src/pinnlab/optimization/caching.py
src/pinnlab/problems/__init__.py
src/pinnlab/problems/base.py
src/pinnlab/problems/burgers.py
src/pinnlab/problems/heat.py
src/pinnlab/problems/wave.py
src/pinnlab/residuals/__init__.py
src/pinnlab/residuals/base.py
src/pinnlab/residuals/strong.py
src/pinnlab/sampling/__init__.py
src/pinnlab/sampling/active_learning.py
src/pinnlab/sampling/adapters.py
src/pinnlab/sampling/core.py
src/pinnlab/sampling/importance.py
src/pinnlab/sampling/multifidelity.py
src/pinnlab/scaling/__init__.py
src/pinnlab/scaling/characteristic.py
src/pinnlab/scaling/nondimensional.py
src/pinnlab/scaling/transforms.py
src/pinnlab/solvers/__init__.py
src/pinnlab/solvers/_base.py
src/pinnlab/solvers/heat.py
src/pinnlab/solvers/navier_stokes.py
src/pinnlab/solvers/raissi.py
src/pinnlab/solvers/raissi_generic.py
src/pinnlab/solvers/raissi_improved.py
src/pinnlab/solvers/reference.py
src/pinnlab/solvers/wave.py
src/pinnlab/training/__init__.py
src/pinnlab/training/adaptive_refinement.py
src/pinnlab/training/adaptive_weighting.py
src/pinnlab/training/adversarial.py
src/pinnlab/training/callbacks.py
src/pinnlab/training/causal_weighting.py
src/pinnlab/training/config.py
src/pinnlab/training/curriculum.py
src/pinnlab/training/memory_efficient.py
src/pinnlab/training/meta_learning.py
src/pinnlab/training/multi_fidelity.py
src/pinnlab/training/optimization.py
src/pinnlab/training/state.py
src/pinnlab/training/trainer.py
src/pinnlab/transfer/__init__.py
src/pinnlab/transfer/domain_adaptation.py
src/pinnlab/transfer/finetune.py
src/pinnlab/transfer/knowledge_distillation.py
src/pinnlab/transfer/pretrain.py
src/pinnlab/uncertainty/__init__.py
src/pinnlab/utils/__init__.py
src/pinnlab/utils/checkpointing.py
src/pinnlab/utils/error_handling.py
src/pinnlab/utils/logging.py
src/pinnlab/utils/metrics.py
src/pinnlab/utils/profiling.py
src/pinnlab/utils/sampling.py
src/pinnlab/utils/validation.py
src/pinnlab/utils/visualization.py
src/pinnlab/visualization/__init__.py
src/pinnlab/visualization/interactive.py