undark-lab/swyft
A system for scientific simulation-based inference at scale.
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Issues
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Add support for pytorch-lightning 2.0.0
#119 opened by cweniger - 1
Integrate GEDA and Gaussian Autoregressive models
#140 opened by cweniger - 4
Consolidate plotting routines
#137 opened by cweniger - 0
Combine nested sampler with Swyft infer statement
#139 opened by cweniger - 1
Labels don't work in swift.corner
#132 opened by cweniger - 0
Add OpenSSF Best Practices Badge
#135 opened by cweniger - 0
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How to take samples from the posterior estimate
#130 opened by GertKl - 1
Remove necessity of "ax" from plotting routines.
#111 opened by cweniger - 17
Correct way to use Dask on a cluster
#108 opened by GertKl - 1
Add TransformedDataset class in order to enable inference for stochastic states
#62 opened by cweniger - 9
zarr storage is slow
#61 opened by bkmi - 2
HDI ValueError in plot.py
#64 opened by CHBKoenders - 3
support dependent priors
#72 opened by bkmi - 4
remove interpolated specification of prior
#73 opened by bkmi - 1
store to pytorch dataset feature
#91 opened by bkmi - 1
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Merging stores
#101 opened by GertKl - 1
using custom datasets documentation
#102 opened by bkmi - 2
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make ensemble predictions simple, in an effort to produce more conservative posterior approimations
#80 opened by bkmi - 4
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Add volume information to RectBoundSampler
#113 opened by cweniger - 0
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Tracking of individual validation losses
#110 opened by cweniger - 1
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improve violin plot parameter labels
#104 opened by bkmi - 0
incorrect loss for picking best network
#100 opened by bkmi - 5
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review checklist + submit paper
#68 opened by bkmi - 4
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composite priors do not work in stores
#96 opened by elidub - 1
update store and simulator notebooks following refactoring of directory/memory store
#90 opened by fnattino - 3
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create a weighted samples dataclass
#89 opened by bkmi - 1
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simulator test still not passing (sometimes)
#87 opened by bkmi - 1
error handling in store
#66 opened by bkmi - 1
Make Head and Tail networks simpler.
#63 opened by cweniger - 2
example for eScience contributions
#71 opened by bkmi - 3
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eScience contribution double check tests
#70 opened by bkmi - 4
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Clean up store and simulator
#69 opened by fnattino - 0
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RuntimeError in Examples - 1. Head networks
#60 opened by samgagnon