Helmholtz-AI-Energy/propulate
Propulate is an asynchronous population-based optimization algorithm and software package for global optimization and hyperparameter search on high-performance computers.
PythonBSD-3-Clause
Pinned issues
Issues
- 0
Non-Linear Search Spaces
#101 opened by fluegelk - 0
Remove tests from code coverage measurement
#146 opened by mcw92 - 0
Change migration probability in Islands to 0.9
#145 opened by coquelin77 - 0
Summarize from Checkpoint
#144 opened by coquelin77 - 0
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release notes
#142 opened by oskar-taubert - 0
add a ruff badge
#141 opened by oskar-taubert - 1
- 0
Replace `get_default_propagator` utility function by corresponding `EvolutionaryPropagator` class
#139 opened by mcw92 - 1
- 1
- 0
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Docs for CMA-ES and PSO
#96 opened by oskar-taubert - 1
Class ``Islands`` is decorator of class ``Propulator`` and thus should inherit from it.
#90 opened by Morridin - 0
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- 3
PSO To Do's
#82 opened by mcw92 - 0
Overhaul Propagators
#135 opened by oskar-taubert - 0
Improve Nelder Mead adaptation
#134 opened by oskar-taubert - 0
Manage limits centrally again
#133 opened by oskar-taubert - 0
Replace `GPy` package with less messier alternative
#131 opened by mcw92 - 0
Migration probability per worker
#129 opened by oskar-taubert - 0
Give each rank or worker their own logger
#128 opened by oskar-taubert - 0
Duplicate logging output during MPI testing.
#127 opened by oskar-taubert - 0
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- 0
Enhance tests
#121 opened by mcw92 - 0
- 1
Remove `MPI.COMM_WORLD.barrier()` in `get_data_loaders` function in `torch_example.py`
#113 opened by mcw92 - 0
Remove ABC from surrogate class
#115 opened by mcw92 - 1
Test workflow fails when setting up MPI
#119 opened by mcw92 - 0
Fix imports of fixture-decorated `function_parameters` function in tests with Ruff
#118 opened by mcw92 - 0
Run tests for different Python versions
#117 opened by mcw92 - 0
Add pre-commit hooks
#111 opened by mcw92 - 1
Include basic usage in Quick Start and Readme
#102 opened by fluegelk - 3
Search space types defined in examples/readme
#107 opened by coquelin77 - 0
Fix CMA-ES docstrings
#97 opened by oskar-taubert - 0
High I/O Activity when `loss_fn` is fast
#104 opened by fluegelk - 0
More Detailed Explanation of Parameters
#103 opened by fluegelk - 0
Make PSO work with a single worker
#100 opened by oskar-taubert - 1
Clean up package sub structure of propagators
#83 opened by mcw92 - 1
Dump checkpoint in hdf5 format.
#92 opened by mcw92 - 0
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Visualization
#94 opened by oskar-taubert - 0
- 3
Integer parameters
#85 opened by oskar-taubert - 0
Grey box optimization
#88 opened by oskar-taubert - 0
Multi objective optimization
#89 opened by oskar-taubert - 0
- 0
Update contribution guidelines.
#81 opened by mcw92