learnergy

What's Changed

• Bump sphinx from 6.0.0 to 6.1.3 by @dependabot in https://github.com/gugarosa/learnergy/pull/29
• Bump sphinx from 6.0.0 to 6.1.3 in /docs by @dependabot in https://github.com/gugarosa/learnergy/pull/28
• Bump sphinx from 6.1.3 to 7.0.0 by @dependabot in https://github.com/gugarosa/learnergy/pull/31
• Bump sphinx from 6.1.3 to 7.0.0 in /docs by @dependabot in https://github.com/gugarosa/learnergy/pull/30
• Bump sphinx from 7.0.0 to 7.0.1 by @dependabot in https://github.com/gugarosa/learnergy/pull/36
• Bump sphinx from 7.0.1 to 7.1.1 by @dependabot in https://github.com/gugarosa/learnergy/pull/40
• Bump sphinx from 7.0.1 to 7.1.1 in /docs by @dependabot in https://github.com/gugarosa/learnergy/pull/39
• Bump sphinx from 7.1.1 to 7.1.2 in /docs by @dependabot in https://github.com/gugarosa/learnergy/pull/41
• Bump sphinx from 7.1.2 to 7.2.5 in /docs by @dependabot in https://github.com/gugarosa/learnergy/pull/42
• Bump sphinx from 7.2.5 to 7.2.6 by @dependabot in https://github.com/gugarosa/learnergy/pull/45
• Bump sphinx from 7.2.5 to 7.2.6 in /docs by @dependabot in https://github.com/gugarosa/learnergy/pull/44

Full Changelog: https://github.com/gugarosa/learnergy/compare/v1.1.4...v1.1.5

What's Changed

• Bump sphinx from 5.2.3 to 6.0.0 by @dependabot in https://github.com/gugarosa/learnergy/pull/26
• Bump sphinx from 5.2.3 to 6.0.0 in /docs by @dependabot in https://github.com/gugarosa/learnergy/pull/25

Full Changelog: https://github.com/gugarosa/learnergy/compare/v1.1.3...v1.1.4

Changelog

Description

Welcome to v1.1.3 release.

In this release, we have added the MaxPooling2D for convolutional models and optimized the training procedure for deeper models, i.e., DBNs.
Such an optimization enables the DBN to train without loading all the dataset on the memory for each hidden layer in this phase.

Please read the docs at: learnergy.readthedocs.io

Also, stay tuned for our next updates!

Includes (or changes)

• learnergy

Changelog

Description

Welcome to v1.1.2 release.

In this release, we have added pre-commit hooks and annotated typing.

Please read the docs at: learnergy.readthedocs.io

Also, stay tuned for our next updates!

Includes (or changes)

• learnergy

Changelog

Description

Welcome to v1.1.1 release.

In this release, we added the DropConnectRBM and fixed some nasty bugs, as well as improved some unitary tests.

Please read the docs at: learnergy.readthedocs.io

Also, stay tuned for our next updates!

Includes (or changes)

• models.bernoulli.dropout_rbm

Changelog

Description

Welcome to v1.1.0 release.

In this release, we renamed some packages for a clearer description. Additionally, we have added a GaussianConvRBM class and made some minor adjustments along the package.

Note that this release might cause incompatibility with previous versions due to some packages being renamed.

Please read the docs at: learnergy.readthedocs.io

Also, stay tuned for our next updates!

Includes (or changes)

• models

Changelog

Description

Welcome to v1.0.7 release.

In this release, we added some CRBM variants and fixed some CRBM-related functions.

Please read the docs at: learnergy.readthedocs.io

Also, stay tuned for our next updates!

Includes (or changes)

• models.real

Changelog

Description

Welcome to v1.0.6 release.

In this release, we have added a new model, known as Convolutional RBM. Additionally, we have reworked our modules to provide a cleaner environment.

Please read the docs at: learnergy.readthedocs.io

Also, stay tuned for our next updates!

Includes (or changes)

• learnergy

Changelog

Description

Welcome to v1.0.5 release.

In this release, we have added a new model, known as Gaussian ReLU RBM. Additionally, we have added progress bars in an attempt to construct a clearer visualization of the training process.

Please read the docs at: learnergy.readthedocs.io

Also, stay tuned for our next updates!

Includes (or changes)

• learnergy.models.gaussian_rbm

Changelog

Description

Welcome to v1.0.4 release.

In this release, we have facilitated some classes imports, added the Residual DBN, and corrected some nasty bugs.

Please read the docs at: learnergy.readthedocs.io

Also, stay tuned for our next updates!

Includes (or changes)

• learnergy
• learnergy.models.residual_dbn

Changelog

Description

Welcome to v1.0.3 release.

In this release, we have improved the code readability, as well as some bug fixes.

Please read the docs at: learnergy.readthedocs.io

Also, stay tuned for our next updates!

Includes (or changes)

• learnergy

Changelog

Description

Welcome to v1.0.2 release.

In this release, we have rebranded the package to Learnergy. We have also improved all of your packages, including GPU-based versions of our models.

Please read the docs at: learnergy.readthedocs.io

Also, stay tuned for our next updates!

Includes (or changes)

• learnergy

Changelog

Description

Welcome to Recogners v1.0.1. We fixed some issues related to the auto docstringing API, added the Dropout-based RBM and a method to dump important information to the model's history.

Note that the Gaussian RBM is not yet guaranteed to work. Please await for our next release.

Includes (or changes)

• models/dropout_rbm
• tests

Changelog

Description

This is the initial release of Recogners. It includes all basic modules in order to work with it. One can create and use a Restricted Boltzmann Machine, along with some extra functionalities. Please check examples folder or read the docs in order to know how to use this library.

Includes

• core
• datasets
• math
• models
• utils
• visual