Choice-learn

Main changes:
- ADD ResLogit and Learning-MNL (Enhanced DCM) models
- ADD London Passenger dataset
- ADD: possible parametrization of nb of parallel iterations when usign lbfgs
- ADD released paper & citation
- Diverse small improvements and fixes

Details:

What's Changed
* Fix EM algorithm to fit Latent Class model by VincentAuriau in https://github.com/artefactory/choice-learn/pull/152
* ADD: JoSS submission Paper by VincentAuriau in https://github.com/artefactory/choice-learn/pull/155


**Full Changelog**: https://github.com/artefactory/choice-learn/compare/v0.0.8...v1.0.0

What's Changed
* FIX: tfp version >=0.22 by VincentAuriau in https://github.com/artefactory/choice-learn/pull/142


**Full Changelog**: https://github.com/artefactory/choice-learn/compare/v0.0.7...v0.0.8

What's Changed
* ENH: broader poetry dependencies by VincentAuriau in https://github.com/artefactory/choice-learn/pull/139
* Fix dependencies by VincentAuriau in https://github.com/artefactory/choice-learn/pull/141


**Full Changelog**: https://github.com/artefactory/choice-learn/compare/v0.0.6...v0.0.7

What's Changed
* ENH: default n_epochs for Latent models is now 100 by VincentAuriau in https://github.com/artefactory/choice-learn/pull/122
* FIX: RUMnet regularization & evaluate by VincentAuriau in https://github.com/artefactory/choice-learn/pull/126
* FIX: ReadMe example by VincentAuriau in https://github.com/artefactory/choice-learn/pull/125
* ENH: requirements.txt allow for broader versions of dependencies by VincentAuriau in https://github.com/artefactory/choice-learn/pull/134
* ENH: ChoiceModel.trainable_weights are now defined with decorator property by VincentAuriau in https://github.com/artefactory/choice-learn/pull/116


**Full Changelog**: https://github.com/artefactory/choice-learn/compare/v0.0.5...v0.0.6

What's Changed