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Add Deep Evidential Regression, generalize Packed layers, and refactor the datasets #48

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Oct 11, 2023
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688ec10
:bug: Fix WideResNet training script
o-laurent Sep 16, 2023
bafc4f5
update `dist_estimation` parameter to be an integer
badrmarani Sep 19, 2023
4c689e4
add der loss function (it needs more tests)
badrmarani Sep 29, 2023
4a5df8e
add tests
badrmarani Sep 30, 2023
fd23024
add the reference to the documentation
badrmarani Sep 30, 2023
195924a
add more tests
badrmarani Oct 1, 2023
480ad52
add a toy regression problem
badrmarani Oct 6, 2023
e78f7e0
add a deep evidential regression example
badrmarani Oct 7, 2023
fbba163
add `reduction` argument to the loss
badrmarani Oct 7, 2023
f56e04e
minor changes
badrmarani Oct 7, 2023
fdc41db
minor change
badrmarani Oct 7, 2023
eb93d24
add a new method
badrmarani Oct 7, 2023
e673fca
:zap: Update dependencies
o-laurent Oct 9, 2023
f70b200
:shirt: Standardize WideResNets
o-laurent Oct 10, 2023
927c03b
add expected outcome when all four parameters and the target are set …
badrmarani Oct 11, 2023
e77a9ed
:hammer: Refactor the datasets folder & :white_check_mark: Fix loss test
o-laurent Oct 11, 2023
de76a9a
:book: Add details on datamodules in contributing
o-laurent Oct 11, 2023
5d81cfd
:hammer: Adapt CubicDM as a ds & Add test & Refine tutorial
o-laurent Oct 11, 2023
0a7c265
:sparkles: PackedConv1d is now available
alafage Oct 11, 2023
9b815f7
:bulb: Slight update in PackedConv1d docstring
alafage Oct 11, 2023
4b58408
:sparkles: PackedConv3d is now available
alafage Oct 11, 2023
ea2e56b
Merge pull request #46 from badrmarani/der
o-laurent Oct 11, 2023
cffea9c
:sparkles: Refine TinyImageNet and UCIRegression DMs
o-laurent Oct 11, 2023
c939bbe
:shirt: Rename tutorial
o-laurent Oct 11, 2023
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📖 Add details on datamodules in contributing
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o-laurent committed Oct 11, 2023
commit de76a9afc98180ab07feabe428aeb52f518c675d
4 changes: 4 additions & 0 deletions CONTRIBUTING.md
Original file line number Diff line number Diff line change
Expand Up @@ -46,6 +46,10 @@ best not to reduce the code coverage and document your code.

If you implement a method, please add a reference to the corresponding paper in the ["References" page](https://torch-uncertainty.github.io/references.html).

### Datasets & Datamodules

We intend to include datamodules for the most popular datasets only.

### Post-processing methods

For now, we intend to follow scikit-learn style API for post-processing
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5 changes: 5 additions & 0 deletions docs/source/contributing.rst
Original file line number Diff line number Diff line change
Expand Up @@ -45,6 +45,11 @@ best not to reduce the code coverage and do document your code.
If you implement a method, please add a reference to the corresponding paper in the
`references page <https://torch-uncertainty.github.io/references.html>`_.

Datasets & Datamodules
^^^^^^^^^^^^^^^^^^^^^^

We intend to include datamodules for the most popular datasets only.

Post-processing methods
^^^^^^^^^^^^^^^^^^^^^^^

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