Multivae

Latest version: v1.0.0

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1.0.0

In this new release we implemented additional models: CVAE, CMVAE, DMVAE,CRMVAE, MHVAE and Nexus model.
We also added a lot of documentation, tutorials, examples and case studies to showcase how MultiVae can be used for research applications.

What's Changed
* Add contributing guidelines by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/20
* Add MHD dataset by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/21
* Fix a few features, complete README by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/22
* fix(mmvae): reshape reconstructions when K>1 by fcaretti in https://github.com/AgatheSenellart/MultiVae/pull/24
* fix some small inconsistencies between labels and dataset in tests by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/26
* Clean_branch_for_nexus_pr by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/28
* Fix_fid_and_other by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/29
* fix trainer issue by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/30
* IncompleteDataset should work without labels by CorentinAmbroise in https://github.com/AgatheSenellart/MultiVae/pull/32
* Fix-mopoe-and-issues by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/35
* Cvae by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/36
* Dmvae by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/38
* CMVAE by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/39
* Fix code_cov config files and tests by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/40
* MHVAE by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/41
* Clean-and-doc by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/42
* Case_studies by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/43
* CRMVAE by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/44
* Migrate_pydantic by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/45
* Fix_toc_tree by AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/46

New Contributors
* fcaretti made their first contribution in https://github.com/AgatheSenellart/MultiVae/pull/24
* CorentinAmbroise made their first contribution in https://github.com/AgatheSenellart/MultiVae/pull/32

**Full Changelog**: https://github.com/AgatheSenellart/MultiVae/compare/v0.1.1...v1.0.0

0.1.1

Added
- samplers (GaussianMixtureSampler, MAFSampler, IAFSampler)
- more evaluation modules (clustering, visualization)
- more tutorial notebooks
- first release made available on pypi

0.1.0

First release of our package MultiVae proposing unified, easy-to-use, verified implementations of Multimodal Generative Autoencoders models!

If you use our package, don't hesitate to feedback !

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