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Functional Laplace Updated #192

Merged
merged 129 commits into from
Jul 16, 2024
Merged

Functional Laplace Updated #192

merged 129 commits into from
Jul 16, 2024

Commits on Sep 15, 2021

  1. init commit

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    metodj committed Sep 15, 2021
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Commits on Sep 18, 2021

  1. FunctionalLaplace blueprint

    @metodmove
    metodmove committed Sep 18, 2021
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Commits on Sep 20, 2021

  1. added a test that will serve as a sanity check for correctness

    @metodmove
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Commits on Sep 25, 2021

  1. test small refactor

    @metodmove
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  2. init GP matrices and SoD dataloader

    @metodmove
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Commits on Sep 26, 2021

  1. initial full naive GP implementation

    @metodmove
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Commits on Sep 27, 2021

  1. fixed bugs in full naive GP inference

    @metodmove
    metodmove committed Sep 27, 2021
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Commits on Sep 29, 2021

  1. test gp_equivalence (almost) passing

    @metodmove
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Commits on Oct 2, 2021

  1. add GP to regression_example

    @metodmove
    metodmove committed Oct 2, 2021
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  2. float32 vs float64 magic

    @metodmove
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Commits on Oct 5, 2021

  1. Cholesky solves float32 vs float64 conundrum

    @metodmove
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Commits on Oct 11, 2021

  1. minor

    @metodmove
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Commits on Oct 19, 2021

  1. merge remove-abc into functional-laplace

    @metodmove
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Commits on Oct 21, 2021

  1. fix multivariate regression GP bug

    @metodmove
    metodmove committed Oct 21, 2021
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  2. GP inference parameters

    @metodmove
    metodmove committed Oct 21, 2021
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Commits on Oct 25, 2021

  1. GP classification with diagonal_L=True

    @metodmove
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  2. start independent_gp_kernels=True

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Commits on Oct 28, 2021

  1. block-diagonal kernel analysis

    @metodmove
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Commits on Nov 4, 2021

  1. warning for multivariate regression

    @metodmove
    metodmove committed Nov 4, 2021
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  2. refactor kernel method

    @metodmove
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Commits on Nov 6, 2021

  1. prior factor for SoD and refactor __call__

    @metodmove
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  2. log_marginal_likelihood GP start

    @metodmove
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Commits on Nov 8, 2021

  1. scatter for logp(f)

    @metodmove
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  2. fix gp marginal likelihood bugs

    @metodmove
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Commits on Nov 11, 2021

  1. GP predictive_samples

    @metodmove
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Commits on Nov 12, 2021

  1. start with tests

    @metodmove
    metodmove committed Nov 12, 2021
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  2. minor

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Commits on Nov 13, 2021

  1. more tests and refactor

    @metodmove
    metodmove committed Nov 13, 2021
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  2. docstrings

    @metodmove
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  3. add last layer functional laplace

    @metodmove
    metodmove committed Nov 13, 2021
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  4. minor

    @metodmove
    metodmove committed Nov 13, 2021
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  5. remove files

    @metodmove
    metodmove committed Nov 13, 2021
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  6. classification gp lml

    @metodmove
    metodmove committed Nov 13, 2021
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Commits on Nov 30, 2021

  1. minor

    @metodmove
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  2. start of BackPackGP class refactor

    @metodmove
    metodmove committed Nov 30, 2021
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  3. remove BackPackGP class

    @metodmove
    metodmove committed Nov 30, 2021
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Commits on Dec 1, 2021

  1. remove gp_jacobians

    @metodmove
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Commits on Dec 2, 2021

  1. docstrings functional laplace and public methods renaming

    @metodmove
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  2. minor docstring fix

    @metodmove
    metodmove committed Dec 2, 2021
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Commits on Dec 8, 2021

  1. merge main

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  2. merge functional-laplace

    @metodmove
    metodmove committed Dec 8, 2021
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  3. marginal likelihood docs

    @metodmove
    metodmove committed Dec 8, 2021
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  4. remove diagonal_L

    @metodmove
    metodmove committed Dec 8, 2021
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Commits on Dec 10, 2021

  1. BackPackGGN default backend

    @metodmove
    metodmove committed Dec 10, 2021
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  2. asdl for functional laplace

    @metodmove
    metodmove committed Dec 10, 2021
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  3. merge conflicts

    @metodmove
    metodmove committed Dec 10, 2021
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  4. log_marginal_likelihood in BaseLaplace refactor

    @metodmove
    metodmove committed Dec 10, 2021
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Commits on Dec 13, 2021

  1. map_estimate remove from ParametricLaplace

    @metodmove
    metodmove committed Dec 13, 2021
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  2. remove _check_fit

    @metodmove
    metodmove committed Dec 13, 2021
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Commits on Feb 7, 2022

  1. address merge conflicts

    @metodmove
    metodmove committed Feb 7, 2022
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  2. calibration example start

    @metodmove
    metodmove committed Feb 7, 2022
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Commits on Dec 19, 2022

  1. resolve merge conflicts

    Metod Jazbec authored and Metod Jazbec committed Dec 19, 2022
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  2. more merge conflicts

    Metod Jazbec authored and Metod Jazbec committed Dec 19, 2022
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  3. FunctionalLaplace CIFAR calibration experiment start

    Metod Jazbec authored and Metod Jazbec committed Dec 19, 2022
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  4. minor

    Metod Jazbec authored and Metod Jazbec committed Dec 19, 2022
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Commits on Dec 20, 2022

  1. refactor so that refitting in log_marginal_likelihood for functional … 

    …laplace is not needed anymore
    Metod Jazbec authored and Metod Jazbec committed Dec 20, 2022
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  2. gp marginal likelihood fix

    Metod Jazbec authored and Metod Jazbec committed Dec 20, 2022
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  3. isotropic priors check

    Metod Jazbec authored and Metod Jazbec committed Dec 20, 2022
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Commits on Dec 21, 2022

  1. cleanup examples

    Metod Jazbec authored and Metod Jazbec committed Dec 21, 2022
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  2. gp calibration notebook

    Metod Jazbec authored and Metod Jazbec committed Dec 21, 2022
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  3. minor

    Metod Jazbec authored and Metod Jazbec committed Dec 21, 2022
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  4. inducing points CIFAR experiment

    Metod Jazbec authored and Metod Jazbec committed Dec 21, 2022
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  5. transfer model from bnn-preds repo

    Metod Jazbec committed Dec 21, 2022
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  6. inducing points FMNIST CNN

    Metod Jazbec committed Dec 21, 2022
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Commits on Dec 23, 2022

  1. gp calibration example

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Commits on Dec 29, 2022

  1. gp continue

    @metodj
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  2. subset_of_weights=all experiment

    Metod Jazbec committed Dec 29, 2022
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  3. fixed prior precision

    Metod Jazbec committed Dec 29, 2022
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  4. fixed prior precision

    Metod Jazbec committed Dec 29, 2022
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  5. ensure that input is differentiable

    Metod Jazbec committed Dec 29, 2022
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Commits on Dec 30, 2022

  1. further optimize delta experiment

    Metod Jazbec committed Dec 30, 2022
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Commits on Jan 3, 2023

  1. run for larger delta

    Metod Jazbec authored and Metod Jazbec committed Jan 3, 2023
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Commits on Jan 6, 2023

  1. last-layer debug

    Metod Jazbec authored and Metod Jazbec committed Jan 6, 2023
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  2. inference speed-up

    Metod Jazbec authored and Metod Jazbec committed Jan 6, 2023
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  3. minor

    Metod Jazbec authored and Metod Jazbec committed Jan 6, 2023
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  4. einsum memory investigation

    Metod Jazbec authored and Metod Jazbec committed Jan 6, 2023
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Commits on Jan 8, 2023

  1. CV working

    Metod Jazbec committed Jan 8, 2023
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Commits on Jan 9, 2023

  1. rebuild on Sigma_inv

    Metod Jazbec committed Jan 9, 2023
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Commits on Jan 10, 2023

  1. clean

    Metod Jazbec committed Jan 10, 2023
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  2. validate no_grad

    Metod Jazbec committed Jan 10, 2023
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  3. Functional laplace gp calibration (aleximmer#1) 

    * gp calibration notebook

* minor

* inducing points CIFAR experiment

* transfer model from bnn-preds repo

* inducing points FMNIST CNN

* gp calibration example

* gp continue

* subset_of_weights=all experiment

* fixed prior precision

* fixed prior precision

* ensure that input is differentiable

* further optimize delta experiment

* run for larger delta

* last-layer debug

* inference speed-up

* minor

* einsum memory investigation

* CV working

* rebuild on Sigma_inv

* clean

* validate no_grad

Co-authored-by: Metod Jazbec <metodjazbec@Metods-MacBook-Pro.local>
Co-authored-by: Metod Jazbec <metodjazbec@wcw-staff-145-109-82-97.wireless.uva.nl>
Co-authored-by: Metod Jazbec <metodjazbec@uvavpn-byodm-145-18-162-61.vpn.uva.nl>
Co-authored-by: Metod Jazbec <metodjazbec@uvavpn-byodm-145-18-160-65.vpn.uva.nl>
Co-authored-by: Metod Jazbec <metodjazbec@uvavpn-byodm-145-18-162-52.vpn.uva.nl>
Co-authored-by: Metod Jazbec <metodjazbec@wcw-staff-145-109-84-166.wireless.uva.nl>
Co-authored-by: Metod Jazbec <metodjazbec@wcw-staff-145-109-89-247.wireless.uva.nl>
    @metodj
    8 people authored Jan 10, 2023
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  4. fix tests

    Metod Jazbec committed Jan 10, 2023
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  5. Merge branch 'functional-laplace-gp-calibration' into functional-laplace

    Metod Jazbec committed Jan 10, 2023
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  6. clean calibration-gp example

    Metod Jazbec committed Jan 10, 2023
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  7. minor

    Metod Jazbec committed Jan 10, 2023
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  8. minor2

    Metod Jazbec committed Jan 10, 2023
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Commits on Jan 11, 2023

  1. markdown example start

    Metod Jazbec authored and Metod Jazbec committed Jan 11, 2023
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  2. markdown wrapup

    Metod Jazbec committed Jan 11, 2023
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Commits on Jan 12, 2023

  1. minor

    Metod Jazbec committed Jan 12, 2023
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  2. minor

    Metod Jazbec committed Jan 12, 2023
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Commits on Feb 21, 2023

  1. Functional laplace memory investigation (aleximmer#2) 

    * memory investigation start

* add for loop over output dimensions

* improve memory footprint

* minor

---------

Co-authored-by: Metod Jazbec <mjazbec@ivi-cn011.ivi.local>
    @metodj
    metodj and Metod Jazbec authored Feb 21, 2023
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  2. Functional laplace memory investigation (aleximmer#3) 

    * memory investigation start

* add for loop over output dimensions

* improve memory footprint

* minor

* fix tests

---------

Co-authored-by: Metod Jazbec <mjazbec@ivi-cn011.ivi.local>
    @metodj
    metodj and Metod Jazbec authored Feb 21, 2023
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  3. increase batch size in the example

    @metodj
    metodj committed Feb 21, 2023
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  4. minor

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Commits on May 16, 2024

  1. Initial Merge from metodj Functional Laplace

    @Ludvins
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  2. Push Branch

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Commits on May 18, 2024

  1. Fix merge and make it functional

    @Ludvins
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  2. Add quotes to pip install with tests for zsh compatibility

    @Ludvins
    Ludvins committed May 18, 2024
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  3. Fix and pass unit tests for Functional Laplace

    @Ludvins
    Ludvins committed May 18, 2024
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Commits on May 19, 2024

  1. Add some comments to functions

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Commits on May 20, 2024

  1. Fix Calibration GP example

    @Ludvins
    Ludvins committed May 20, 2024
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Commits on May 24, 2024

  1. Update Calibration GP Example

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Commits on May 27, 2024

  1. Delete README

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Commits on May 31, 2024

  1. Merge branch 'aleximmer:main' into main

    @Ludvins
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Commits on Jun 4, 2024

  1. Update README.md

    @Ludvins
    Ludvins authored Jun 4, 2024
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  2. Update README.md

    @Ludvins
    Ludvins authored Jun 4, 2024
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  3. Formatting 

    Formatted using `ruff check`, `ruff format`, and `isort`.
    @Ludvins
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Commits on Jun 10, 2024

  1. Typelinting, unittests and FunctionalLLLaplace serialization fixed

    @Ludvins
    Ludvins committed Jun 10, 2024
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  2. enable_backprop unused for last layer curvature

    @Ludvins
    Ludvins committed Jun 10, 2024
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  3. Merge branch 'main' into main

    @Ludvins
    Ludvins authored Jun 10, 2024
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Commits on Jun 11, 2024

  1. Merge branch 'main' into main

    @Ludvins
    Ludvins authored Jun 11, 2024
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  2. Merge branch 'aleximmer:main' into main

    @Ludvins
    Ludvins authored Jun 11, 2024
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  3. Merge branch 'main' into main

    @Ludvins
    Ludvins authored Jun 11, 2024
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  4. Add download link for pre-trained model

    @Ludvins
    Ludvins committed Jun 11, 2024
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Commits on Jun 12, 2024

  1. Merge branch 'main' into main

    @Ludvins
    Ludvins authored Jun 12, 2024
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  2. Correct enabe_backprop

    @Ludvins
    Ludvins committed Jun 12, 2024
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  3. Ruff tests and add pytest-mock to action requirements

    @Ludvins
    Ludvins committed Jun 12, 2024
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  4. Ruff check and MutableDict input

    @Ludvins
    Ludvins committed Jun 12, 2024
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Commits on Jun 15, 2024

  1. Merge branch 'main' into main

    @Ludvins
    Ludvins authored Jun 15, 2024
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Commits on Jun 22, 2024

  1. Fix dtype in unit test

    @Ludvins
    Ludvins committed Jun 22, 2024
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  2. Fix enable_backprop in LastLayer

    @Ludvins
    Ludvins committed Jun 22, 2024
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  3. Fix imports and types

    @Ludvins
    Ludvins committed Jun 22, 2024
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  4. Delete debug prints

    @Ludvins
    Ludvins committed Jun 22, 2024
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Commits on Jun 24, 2024

  1. Merge branch 'main' into main

    @Ludvins
    Ludvins authored Jun 24, 2024
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  2. Small refactors

    @Ludvins
    Ludvins committed Jun 24, 2024
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  3. Created _glm_forward_call and _glm_predictive_samples in BaseLaplace

    @Ludvins
    Ludvins committed Jun 24, 2024
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Commits on Jul 8, 2024

  1. Merge branch 'main' into main

    @Ludvins
    Ludvins authored Jul 8, 2024
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  2. Rename Variables and Fix _glm_predictive

    @Ludvins
    Ludvins committed Jul 8, 2024
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Commits on Jul 12, 2024

  1. Warning Consistency

    @Ludvins
    Ludvins committed Jul 12, 2024
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