Dingo-gw

Latest version: v0.7.0

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0.7.0

**Full Changelog**: https://github.com/dingo-gw/dingo/compare/v0.6.2...v0.7.0

Main changes

* Incorporate Flow Matching Posterior Estimation (https://arxiv.org/abs/2305.17161) and score matching, as alternatives to normalizing flows for modeling the posterior.
* Refactor `PosteriorModel` class into hierarchy of models, covering normalizing flows, continuous flows, flow matching, etc.
* Update to training config file specification:
- Replace `model.type` with `model.posterior_model_type`. Options are `normalizing_flow` (replacing `nsf+embedding`), `flow_matching`, and `score_matching`.
- Replace `model.nsf_kwargs` with `model.posterior_kwargs`.
- Replace `model.embedding_net_kwargs` with `model.embedding_kwargs`.
- Details can be seen in the examples (https://github.com/dingo-gw/dingo/tree/main/examples). The previous configuration file format will continue to work for the time being to accommodate existing trained networks.


Smaller changes

* Add option for early stopping during training.

Note that the documentation still needs to be updated to reflect this update.

0.6.2

What's Changed
* Removed bid argument from examples yaml files by nihargupte-ph in https://github.com/dingo-gw/dingo/pull/260
* authetication changes and change bilby version to 1.4.2 by nihargupte-ph in https://github.com/dingo-gw/dingo/pull/268


**Full Changelog**: https://github.com/dingo-gw/dingo/compare/v0.6.1...v0.6.2

0.6.1

What's Changed
* Updated dingo_pipe to be compatible with bilby_pipe 1.4 by nihargupte-ph in https://github.com/dingo-gw/dingo/pull/257
* Asimov updates by nihargupte-ph in https://github.com/dingo-gw/dingo/pull/256


**Full Changelog**: https://github.com/dingo-gw/dingo/compare/v0.6.0...v0.6.1

0.6.0

What's Changed
* Added saving of psds as external .txt files by nihargupte-ph in https://github.com/dingo-gw/dingo/pull/244
* Fixing import of lalsimulation.gwsignal to allow for debuggers by nihargupte-ph in https://github.com/dingo-gw/dingo/pull/245
* Update `result.plot_corner()` by annalena-k in https://github.com/dingo-gw/dingo/pull/251
* Correct docs of tutorials by annalena-k in https://github.com/dingo-gw/dingo/pull/249
* FIxing dingo_asd_generation by nihargupte-ph in https://github.com/dingo-gw/dingo/pull/246
* Fix dingo pipe simple submission by annalena-k in https://github.com/dingo-gw/dingo/pull/248
* Add fixed parameters in the GWSampler by stephengreen in https://github.com/dingo-gw/dingo/pull/252
* Load model in meta state by annalena-k in https://github.com/dingo-gw/dingo/pull/250
* Update plot corner (additional changes) by annalena-k in https://github.com/dingo-gw/dingo/pull/253
* V5 import handling for pytest by nihargupte-ph in https://github.com/dingo-gw/dingo/pull/254


**Full Changelog**: https://github.com/dingo-gw/dingo/compare/v0.5.11...v0.6.0

0.5.11

What's Changed
* Fix import of tukey window function by stephengreen in https://github.com/dingo-gw/dingo/pull/242


**Full Changelog**: https://github.com/dingo-gw/dingo/compare/v0.5.10...v0.5.11

0.5.10

What's Changed
* Fixed bug in NotImplementedError message by annalena-k in https://github.com/dingo-gw/dingo/pull/235
* Fixing condor submission for dingo_train_condor on non-MPI-IS clusters by nihargupte-ph in https://github.com/dingo-gw/dingo/pull/237
* Allow asimov to automatically detect the template config file by transientlunatic in https://github.com/dingo-gw/dingo/pull/240
* Asimov fixes by nihargupte-ph in https://github.com/dingo-gw/dingo/pull/239
* Pytest fixes for inclusion into IGWN by nihargupte-ph in https://github.com/dingo-gw/dingo/pull/241
* added support for 1 detector networks by nihargupte-ph in https://github.com/dingo-gw/dingo/pull/231

New Contributors
* annalena-k made their first contribution in https://github.com/dingo-gw/dingo/pull/235
* transientlunatic made their first contribution in https://github.com/dingo-gw/dingo/pull/240

**Full Changelog**: https://github.com/dingo-gw/dingo/compare/v0.5.9...v0.5.10

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