Coral-pytorch

Downloads

- [Source code (zip)](https://github.com/raschka-research-group/coral_pytorch/archive/v1.4.0.zip)
- [Source code (tar.gz)](https://github.com/raschka-research-group/coral_pytorch/archive/v1.4.0.tar.gz)

New Features

- Adds object-oriented versions of the losses: `coral_pytorch.losses.CoralLoss` and `coral_pytorch.losses.CornLoss`.

Changes

- -

Bug Fixes

- -

Downloads

- [Source code (zip)](https://github.com/raschka-research-group/coral_pytorch/archive/v1.3.0.zip)
- [Source code (tar.gz)](https://github.com/raschka-research-group/coral_pytorch/archive/v1.3.0.tar.gz)

New Features

- -

Changes

- -

Bug Fixes

- Fixes a bug where the normalization of the `corn_loss` different from the one proposed in the original paper. ([22](https://github.com/Raschka-research-group/coral-pytorch/pull/22/files))

Downloads

- [Source code (zip)](https://github.com/raschka-research-group/coral_pytorch/archive/v1.2.0.zip)
- [Source code (tar.gz)](https://github.com/raschka-research-group/coral_pytorch/archive/v1.2.0.tar.gz)

New Features

- Add CORN loss corresponding to the manuscript, "[Deep Neural Networks for Rank-Consistent Ordinal Regression Based On Conditional Probabilities](https://arxiv.org/abs/2111.08851)"

Changes

- -

Bug Fixes

- -

Downloads

- [Source code (zip)](https://github.com/raschka-research-group/coral_pytorch/archive/v1.1.0.zip)
- [Source code (tar.gz)](https://github.com/raschka-research-group/coral_pytorch/archive/v1.1.0.tar.gz)

New Features

- -

Changes

- By default, bias units are now preinitialized to descending values in [0, 1] range (instead of all zero values), which results in faster training and better generalization performance. (PR [5](https://github.com/Raschka-research-group/coral_pytorch/pull/5))

Bug Fixes

- -

Downloads

- [Source code (zip)](https://github.com/raschka-research-group/coral_pytorch/archive/v1.0.0.zip)
- [Source code (tar.gz)](https://github.com/raschka-research-group/coral_pytorch/archive/v1.0.0.tar.gz)

New Features

- First release.

Changes

- First release.

Bug Fixes

- First release.