MultiVae - Unified and Additional Documentation

This release follows the review process of MultiVae for JOSS.

Main changes: - additional documentation in the unitary tests - the docstrings were unified to google style - few fixes (missing links and errors in documentation)

Scientific Software - Peer-reviewed - Python
Published by AgatheSenellart 7 months ago

MultiVae - Additional Models and Documentation !

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
• Cleanbranchfornexuspr by @AgatheSenellart in https://github.com/AgatheSenellart/MultiVae/pull/28
• Fixfidand_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
• Fixtoctree 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

Scientific Software - Peer-reviewed - Python
Published by AgatheSenellart 10 months ago

MultiVae - Release v.0.1.1

Release v0.1.1

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

Scientific Software - Peer-reviewed - Python
Published by AgatheSenellart over 2 years ago

MultiVae - Releasing MultiVae v0.1.0

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 !

Scientific Software - Peer-reviewed - Python
Published by AgatheSenellart over 2 years ago