aleximmer

Issues somebody may already be working on are listed last. List everything by date

• Organize function-space Laplace in the doc

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  documentation

  Difficulty 2/5 1-3 hours Newbie friendliness 68/100

  aleximmer/Laplace#300 · Opened Oct 18, 2026

  Maintainers usually reply within 2 days

• Support for more low-rank curvature approximations

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 5/5 Over a week Newbie friendliness 25/100

  aleximmer/Laplace#284 · 1 comment · Opened Oct 6, 2025

  Maintainers usually reply within 2 days

• LA allocates 7TB despite diagonal Hessian setting?

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 4/5 3-5 days Newbie friendliness 32/100

  aleximmer/Laplace#281 · 4 comments · Opened May 30, 2025

  Maintainers usually reply within 2 days

• Clarification Needed: GLM Predictive Functionality with Subset of Weights in ParametricLaplace

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 2/5 1-3 hours Newbie friendliness 25/100

  aleximmer/Laplace#277 · 2 comments · Opened Feb 9, 2025

  Maintainers usually reply within 2 days

• Use Jupyter notebook to reduce duplications in `examples`

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  documentation

  Difficulty 5/5 Over a week Newbie friendliness 25/100

  aleximmer/Laplace#276 · Opened Feb 4, 2025

  Maintainers usually reply within 2 days

• Refactor `*Laplace`

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  Difficulty 4/5 3-5 days Newbie friendliness 25/100

  aleximmer/Laplace#275 · Opened Feb 4, 2025

  Maintainers usually reply within 2 days

• Use abc decorators for methods instead of raising `NotImplementedError` in base classes

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 3/5 1-2 days Newbie friendliness 35/100

  aleximmer/Laplace#273 · Opened Jan 19, 2025

  Maintainers usually reply within 2 days

• Extract runnable python examples from documentation to avoid duplication of code

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  aleximmer/Laplace#272 · Opened Jan 19, 2025

  Maintainers usually reply within 2 days

• Potential issue with `AsdlInterface` backend for `SubnetLaplace`

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  aleximmer/Laplace#271 · 4 comments · Opened Jan 14, 2025

  Maintainers usually reply within 2 days

• Support for vector `sigma_noise` for multi-output problems

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 4/5 3-5 days Newbie friendliness 38/100

  aleximmer/Laplace#267 · 1 comment · Opened Dec 17, 2024

  Maintainers usually reply within 2 days

• Jacobian computation fails for last layer laplace

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 3/5 1-2 days Newbie friendliness 35/100

  aleximmer/Laplace#265 · 3 comments · Opened Dec 5, 2024

  Maintainers usually reply within 2 days

• Add examples on how to leverage `la.functional_samples()`

  May be free again @wiseodd claimed this 688 days ago, and no pull request is open. Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  documentation

  aleximmer/Laplace#262 · 1 assignee · Opened Dec 2, 2024

  Maintainers usually reply within 2 days

• Recommend `uv` for deploying to `PyPi` in docs

  May be free again @wiseodd claimed this 691 days ago, and no pull request is open. Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  documentation

  aleximmer/Laplace#260 · 1 assignee · Opened Nov 29, 2024

  Maintainers usually reply within 2 days

• Workflow to make sure examples are runnable

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  aleximmer/Laplace#259 · Opened Nov 27, 2024

  Maintainers usually reply within 2 days

• Confidence intervals for an embeddings layer

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 5/5 Over a week Newbie friendliness 25/100

  aleximmer/Laplace#256 · 1 comment · Opened Nov 23, 2024

  Maintainers usually reply within 2 days

• Should `LLLaplace` be deprecated?

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  question

  Difficulty 5/5 Over a week Newbie friendliness 30/100

  aleximmer/Laplace#254 · 3 comments · Opened Nov 21, 2024

  Maintainers usually reply within 2 days

• Make `matrix.py` capable handling weight-sharing dim

  May be free again @wiseodd claimed this 700 days ago, and no pull request is open. Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  aleximmer/Laplace#253 · 1 assignee · Opened Nov 21, 2024

  Maintainers usually reply within 2 days

• Update docstrings

  May be free again @wiseodd claimed this 767 days ago, and no pull request is open. Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  documentation

  aleximmer/Laplace#245 · 1 assignee · Opened Sep 14, 2024

  Maintainers usually reply within 2 days

• Strict type checking in the CI

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  aleximmer/Laplace#234 · Opened Aug 26, 2024

  Maintainers usually reply within 2 days

• Better inheritance structure for `BaseLaplace` for better type checking

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  documentation

  Difficulty 4/5 3-5 days Newbie friendliness 25/100

  aleximmer/Laplace#233 · Opened Aug 26, 2024

  Maintainers usually reply within 2 days

• Generic wrapper for Huggingface transformers

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  aleximmer/Laplace#206 · Opened Jul 7, 2024

  Maintainers usually reply within 2 days

• Efficient, universal, standalone Jacobian backend

  May be free again @wiseodd claimed this 839 days ago, and no pull request is open. Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  aleximmer/Laplace#203 · 2 comments · 1 assignee · Opened Jul 4, 2024

  Maintainers usually reply within 2 days

• Implement KronLLLaplace fast functional variance

  May be free again @aleximmer claimed this 843 days ago, and no pull request is open. Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  aleximmer/Laplace#201 · 1 assignee · Opened Jun 30, 2024

  Maintainers usually reply within 2 days

• Handle logits with more than 2 axes in `torch.func` diag and full backends

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  Difficulty 3/5 1-2 days Newbie friendliness 48/100

  aleximmer/Laplace#178 · Opened Apr 27, 2024

  Maintainers usually reply within 2 days

• Fast `KronLLLaplace` joint predictive

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  Difficulty 5/5 Over a week Newbie friendliness 25/100

  aleximmer/Laplace#175 · Opened Apr 26, 2024

  Maintainers usually reply within 2 days

• Support for structured Kronecker factors

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  Difficulty 5/5 Over a week Newbie friendliness 25/100

  aleximmer/Laplace#174 · 1 comment · Opened Apr 26, 2024

  Maintainers usually reply within 2 days

• Support for `torchtune`'s models and datasets

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  aleximmer/Laplace#162 · Opened Apr 18, 2024

  Maintainers usually reply within 2 days

• Implement heteroscedastic Laplace

  May be free again @aleximmer claimed this 953 days ago, and no pull request is open. Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  aleximmer/Laplace#153 · 1 assignee · Opened Mar 12, 2024

  Maintainers usually reply within 2 days

• Optimize `torch.func` full/diag GGN/Fisher-MC

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  aleximmer/Laplace#149 · Opened Mar 9, 2024

  Maintainers usually reply within 2 days

• Using Laplace approximation for LSTMs as base models

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  aleximmer/Laplace#143 · 9 comments · Opened Feb 2, 2024

  Maintainers usually reply within 2 days

• Implement support for BCEWithLogitsLoss

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  aleximmer/Laplace#130 · 3 comments · Opened Jul 12, 2023

  Maintainers usually reply within 2 days

• Laplace Subnetwork with timm library model

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 4/5 3-5 days Newbie friendliness 25/100

  aleximmer/Laplace#128 · 6 comments · Opened Jul 6, 2023

  Maintainers usually reply within 2 days

• Can't use subnetwork inference on custom module

  May be free again @ruili-pml claimed this 1225 days ago, and no pull request is open. Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 4/5 3-5 days Newbie friendliness 25/100

  aleximmer/Laplace#127 · 6 comments · Opened Jun 2, 2023

  Maintainers usually reply within 2 days

• Are customized loss functions/layers supported?

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 5/5 Over a week Newbie friendliness 25/100

  aleximmer/Laplace#119 · 2 comments · Opened Dec 22, 2022

  Maintainers usually reply within 2 days

• [Discussion] Last-layer Laplace for img2img problem

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 5/5 Over a week Newbie friendliness 35/100

  aleximmer/Laplace#118 · 6 comments · 3 reactions · Opened Nov 11, 2022

  Maintainers usually reply within 2 days

• Help for Running Laplace on Image Segmentation Tasks

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 5/5 Over a week Newbie friendliness 20/100

  aleximmer/Laplace#111 · 4 comments · Opened Aug 20, 2022

  Maintainers usually reply within 2 days

• Subnetwork and Marginal Likelihood for Prior Precision estimation

  May be free again @edaxberger claimed this 1549 days ago, and no pull request is open. Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  aleximmer/Laplace#109 · 13 comments · 1 assignee · Opened Jul 16, 2022

  Maintainers usually reply within 2 days

• The role of the prior

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 5/5 Over a week Newbie friendliness 25/100

  aleximmer/Laplace#108 · 1 comment · Opened Jul 14, 2022

  Maintainers usually reply within 2 days

• Implement (last-layer) refinement

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  aleximmer/Laplace#106 · Opened Jun 28, 2022

  Maintainers usually reply within 2 days

• Change mean to mean_subnet in SubnetLaplace

  May be free again @edaxberger claimed this 1694 days ago, and no pull request is open. Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  aleximmer/Laplace#89 · 1 assignee · Opened Mar 2, 2022

  Maintainers usually reply within 2 days

• Add descriptive error message for out-of-memory errors

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  Difficulty 4/5 3-5 days Newbie friendliness 35/100

  aleximmer/Laplace#81 · Opened Jan 13, 2022

  Maintainers usually reply within 2 days

• Add __all__ to all files

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel

  Difficulty 4/5 3-5 days Newbie friendliness 30/100

  aleximmer/Laplace#80 · Opened Jan 12, 2022

  Maintainers usually reply within 2 days

• Test how the backends handle models with learnable BatchNorm parameters

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  documentation enhancement

  Difficulty 3/5 1-2 days Newbie friendliness 35/100

  aleximmer/Laplace#77 · Opened Jan 8, 2022

  Maintainers usually reply within 2 days

• Add references to docstrings

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  documentation enhancement

  Difficulty 3/5 1-2 days Newbie friendliness 35/100

  aleximmer/Laplace#75 · Opened Dec 23, 2021

  Maintainers usually reply within 2 days

• Add option to tune the prior precision by optimising the NLL on a validation set

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  Difficulty 5/5 Over a week Newbie friendliness 30/100

  aleximmer/Laplace#70 · Opened Dec 13, 2021

  Maintainers usually reply within 2 days

• Decomposition of uncertainty for classification

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  Difficulty 5/5 Over a week Newbie friendliness 25/100

  aleximmer/Laplace#59 · 1 reaction · Opened Dec 1, 2021

  Maintainers usually reply within 2 days

• Example: continual learning on toy data

  May be free again @runame claimed this 1811 days ago, and no pull request is open. Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  documentation

  aleximmer/Laplace#50 · 2 comments · 1 assignee · Opened Nov 5, 2021

  Maintainers usually reply within 2 days

• Implement true block-diagonal LA

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  enhancement

  Difficulty 5/5 Over a week Newbie friendliness 25/100

  aleximmer/Laplace#46 · Opened Oct 20, 2021

  Maintainers usually reply within 2 days

• Integrate references in docstrings

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  documentation

  Difficulty 3/5 1-2 days Newbie friendliness 25/100

  aleximmer/Laplace#43 · Opened Oct 19, 2021

  Maintainers usually reply within 2 days

• Clarify how the softmax is handled for classification

  Open

  ⋯Report a problem with this issue

  • Is something wrong?

  • Already taken
  • Not beginner-friendly
  • Stale or invalid
  • Something else…
  • Send Cancel
  documentation

  Difficulty 3/5 1-2 days Newbie friendliness 38/100

  aleximmer/Laplace#31 · 2 comments · 1 reaction · Opened Jul 15, 2021

  Maintainers usually reply within 2 days