Ecosyste.ms: Issues

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GitHub / AlexImmer/Laplace issues and pull requests

#150 - Failing tests: KFACLinearOperator object has no attribute _mapping

Issue - State: closed - Opened by elcorto 9 months ago - 4 comments

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

Issue - State: open - Opened by wiseodd 9 months ago
Labels: enhancement

#148 - Add native serialization support

Pull Request - State: closed - Opened by wiseodd 9 months ago - 6 comments
Labels: enhancement

#147 - Fix defaults and suggestions

Issue - State: closed - Opened by aleximmer 9 months ago - 2 comments
Labels: documentation

#146 - Add Curvlinops backend & add default `functorch` implementations of many curvature quantities

Pull Request - State: closed - Opened by wiseodd 9 months ago - 1 comment
Labels: enhancement

#145 - Add fast computation of functional_variance for DiagLLLaplace and KronLLLaplace

Pull Request - State: closed - Opened by wiseodd 9 months ago
Labels: enhancement

#144 - Bringing laplace-torch to foundation-model era

Pull Request - State: closed - Opened by wiseodd 9 months ago - 9 comments
Labels: enhancement

#143 - Using Laplace approximation for LSTMs as base models

Issue - State: open - Opened by keyvan-amiri 10 months ago - 9 comments

#142 - Laplace predictive uncertainty remaining almost constant across samples

Issue - State: closed - Opened by nilsleh 10 months ago - 9 comments

#141 - underconfident predictions

Issue - State: closed - Opened by Snowmanda 10 months ago - 2 comments

#140 - Saving a laplace approximation module after `fit`

Issue - State: closed - Opened by PaulScemama 11 months ago - 2 comments

#139 - How can I use pretrained models with inplace ReLUs?

Issue - State: closed - Opened by arunpatro 12 months ago - 1 comment

#137 - Accuracy with NN drops, compared to GLM

Issue - State: closed - Opened by StaelTchinda about 1 year ago - 5 comments

#136 - Add support for diagonal Kronecker factors in `Kron` matrix class

Pull Request - State: closed - Opened by runame over 1 year ago - 2 comments
Labels: enhancement

#135 - Running metrics

Pull Request - State: closed - Opened by wiseodd over 1 year ago - 3 comments

#134 - Add `asdl_fisher_kwargs` argument

Pull Request - State: closed - Opened by runame over 1 year ago - 5 comments
Labels: enhancement

#133 - Computing the classification BMA, i.e. average of softmaxes, online.

Pull Request - State: closed - Opened by wiseodd over 1 year ago

#131 - How to obtain the uncertainty scores per sample for a classification task?

Issue - State: closed - Opened by h-jia over 1 year ago - 2 comments

#130 - Implement support for BCEWithLogitsLoss

Issue - State: open - Opened by wiseodd over 1 year ago - 2 comments
Labels: enhancement

#128 - Laplace Subnetwork with timm library model

Issue - State: open - Opened by nilsleh over 1 year ago - 6 comments

#127 - Can't use subnetwork inference on custom module

Issue - State: open - Opened by ruili-pml over 1 year ago - 6 comments

#126 - Error in Multitask regression case

Issue - State: closed - Opened by UtkarshMitta over 1 year ago - 2 comments

#125 - Replacing `torch.einsum()` with `opt_einsum`

Pull Request - State: closed - Opened by Heatdh over 1 year ago

#124 - github actions / poetry

Pull Request - State: closed - Opened by vincentberenz over 1 year ago

#123 - Add `prior_structure` argument to `optimize_prior_precision`

Pull Request - State: closed - Opened by runame over 1 year ago - 3 comments
Labels: enhancement

#122 - Weird issue when Laplace is inside class/function

Issue - State: closed - Opened by wiseodd over 1 year ago - 2 comments

#121 - Add `KronDecomposed.diag()` feature

Pull Request - State: closed - Opened by AlexImmer over 1 year ago - 1 comment
Labels: enhancement

#120 - Enable BayesOpt

Pull Request - State: closed - Opened by wiseodd over 1 year ago - 9 comments
Labels: enhancement

#119 - Are customized loss functions/layers supported?

Issue - State: open - Opened by zzpustc almost 2 years ago - 2 comments

#118 - [Discussion] Last-layer Laplace for img2img problem

Issue - State: open - Opened by wiseodd about 2 years ago - 6 comments

#117 - Fix device and dtype of `block_diag` used for `Kron.to_matrix()`

Pull Request - State: closed - Opened by runame about 2 years ago
Labels: bug

#116 - Per-layer prior precision for linear last layer

Issue - State: closed - Opened by jonasvj about 2 years ago - 2 comments

#114 - Feature Request - Implementation for BERT

Issue - State: closed - Opened by Nikola12344 about 2 years ago - 3 comments
Labels: enhancement

#113 - Using Laplace with purely convolutional networks for Image Regression Tasks

Issue - State: closed - Opened by icetube23 about 2 years ago - 2 comments

#112 - Make last-layer Jacobians agnostic to NN output shape

Pull Request - State: closed - Opened by runame over 2 years ago
Labels: enhancement

#111 - Help for Running Laplace on Image Segmentation Tasks

Issue - State: open - Opened by SouLeo over 2 years ago - 4 comments

#110 - Computation Hessian GGN

Issue - State: closed - Opened by nilsleh over 2 years ago - 2 comments
Labels: question

#109 - Subnetwork and Marginal Likelihood for Prior Precision estimation

Issue - State: open - Opened by georgezefko over 2 years ago - 13 comments

#108 - The role of the prior

Issue - State: open - Opened by ArturPrzybysz over 2 years ago - 1 comment

#107 - BCEWithLogitsLoss (Binary) Classification Support?

Issue - State: closed - Opened by spragud2 over 2 years ago - 1 comment

#106 - Implement (last-layer) refinement

Issue - State: open - Opened by AlexImmer over 2 years ago
Labels: enhancement

#105 - Add default Jacobians and individual gradients to curvature

Issue - State: closed - Opened by aleximmer over 2 years ago - 1 comment
Labels: enhancement

#103 - Add check for `optimize_prior_precision()` arguments

Issue - State: closed - Opened by runame over 2 years ago
Labels: enhancement

#101 - Update Laplace bridge predictive

Pull Request - State: closed - Opened by runame over 2 years ago - 1 comment
Labels: enhancement

#100 - Regression covariance is only diagonal, with the same value across it

Issue - State: closed - Opened by ArturPrzybysz over 2 years ago - 10 comments

#99 - Add experiments repo reference

Pull Request - State: closed - Opened by runame over 2 years ago
Labels: documentation

#98 - Paper Equation 7 Typo

Issue - State: closed - Opened by HanGuo97 over 2 years ago - 2 comments

#97 - Support ASDL for regression

Issue - State: closed - Opened by hnisonoff over 2 years ago - 3 comments
Labels: enhancement

#96 - Use ASDL as the default for classification

Pull Request - State: closed - Opened by edaxberger over 2 years ago
Labels: enhancement

#95 - Improve predictive samples

Pull Request - State: closed - Opened by AlexImmer over 2 years ago
Labels: enhancement

#94 - Use ASDL as the default for classification

Issue - State: closed - Opened by wiseodd over 2 years ago - 1 comment
Labels: enhancement

#93 - predictive samples GLM

Issue - State: closed - Opened by georgezefko over 2 years ago - 1 comment

#92 - Run time error when model is not implemented via nn.Sequential

Issue - State: closed - Opened by IdanAchituve over 2 years ago - 3 comments

#91 - Smooth samples

Issue - State: closed - Opened by philipphennig over 2 years ago - 2 comments

#90 - Using Laplace in knowledge graph embedding models

Issue - State: closed - Opened by Demirrr over 2 years ago - 3 comments

#89 - Change mean to mean_subnet in SubnetLaplace

Issue - State: open - Opened by edaxberger over 2 years ago
Labels: enhancement

#88 - Two moons example

Issue - State: closed - Opened by ArturPrzybysz almost 3 years ago - 10 comments

#87 - Fixes and features for SubnetLaplace

Pull Request - State: closed - Opened by edaxberger almost 3 years ago - 2 comments

#86 - Questions about Subnetwork

Issue - State: closed - Opened by FrederikWarburg almost 3 years ago - 8 comments

#85 - Question about adapting Laplace for specific application

Issue - State: closed - Opened by jlmaccal almost 3 years ago - 1 comment

#84 - Is there a significant improvement when testing on ImageNet?

Issue - State: closed - Opened by chuong98 almost 3 years ago - 1 comment

#83 - List constraints on the data loader passed to fit()

Issue - State: closed - Opened by runame almost 3 years ago
Labels: documentation

#82 - Explain constraints of the different backends in docs

Issue - State: closed - Opened by runame almost 3 years ago
Labels: documentation

#81 - Add descriptive error message for out-of-memory errors

Issue - State: open - Opened by runame almost 3 years ago
Labels: enhancement

#80 - Add __all__ to all files

Issue - State: open - Opened by edaxberger almost 3 years ago

#79 - Cannot subclass nn.Module

Issue - State: closed - Opened by hnisonoff almost 3 years ago - 2 comments

#78 - How to use when a regression model predicts mean and variance

Issue - State: closed - Opened by hnisonoff almost 3 years ago - 4 comments

#77 - Test how the backends handle models with learnable BatchNorm parameters

Issue - State: open - Opened by runame almost 3 years ago
Labels: documentation, enhancement

#75 - Add references to docstrings

Issue - State: open - Opened by aleximmer almost 3 years ago
Labels: documentation, enhancement

#74 - Fix device bug in eig_lowrank

Pull Request - State: closed - Opened by runame almost 3 years ago - 1 comment
Labels: bug

#73 - AsdlHessian data and model on separate devices

Issue - State: closed - Opened by UppalAnshuk almost 3 years ago - 1 comment
Labels: bug

#72 - Keep initialization of H for all-weights and last-layer separate

Pull Request - State: closed - Opened by runame almost 3 years ago - 9 comments
Labels: bug

#71 - Refactor to keep initialization of H for all-weights and last-layer separate

Pull Request - State: closed - Opened by runame almost 3 years ago - 4 comments
Labels: bug

#70 - Add option to tune the prior precision by optimising the NLL on a validation set

Issue - State: open - Opened by edaxberger almost 3 years ago
Labels: enhancement

#69 - Add tests with larger model architectures

Issue - State: closed - Opened by edaxberger almost 3 years ago - 1 comment
Labels: enhancement

#68 - Add support for type hints

Issue - State: closed - Opened by runame almost 3 years ago
Labels: enhancement

#67 - Progress bar for Laplace fitting

Issue - State: closed - Opened by edaxberger almost 3 years ago - 2 comments
Labels: enhancement

#66 - Fix device of eye in symeig

Pull Request - State: closed - Opened by AlexImmer almost 3 years ago - 1 comment

#65 - Low rank LA

Pull Request - State: closed - Opened by AlexImmer almost 3 years ago
Labels: enhancement

#64 - Online marglik as a method

Pull Request - State: closed - Opened by AlexImmer almost 3 years ago - 1 comment

#63 - [WIP] Proposal for black code style

Pull Request - State: closed - Opened by aleximmer almost 3 years ago - 5 comments

#62 - Support for refitting LA with option to override or update

Pull Request - State: closed - Opened by AlexImmer almost 3 years ago
Labels: enhancement

#61 - Update symeig method based on new torch interface

Pull Request - State: closed - Opened by AlexImmer almost 3 years ago

#60 - Minor improvements

Pull Request - State: closed - Opened by runame almost 3 years ago - 2 comments

#59 - Decomposition of uncertainty for classification

Issue - State: open - Opened by AlexImmer almost 3 years ago
Labels: enhancement

#58 - Subnetwork Laplace

Pull Request - State: closed - Opened by edaxberger almost 3 years ago - 28 comments
Labels: enhancement

#57 - More examples

Issue - State: closed - Opened by caxelrud about 3 years ago - 1 comment
Labels: documentation

#56 - KMP_DUPLICATE_LIB

Issue - State: closed - Opened by caxelrud about 3 years ago - 2 comments

#55 - Functional laplace

Pull Request - State: closed - Opened by metodmove about 3 years ago - 12 comments
Labels: enhancement

#54 - Calibration example

Pull Request - State: closed - Opened by wiseodd about 3 years ago - 2 comments

#53 - Usage for Object Detection

Issue - State: closed - Opened by ssakhavi about 3 years ago - 2 comments

#52 - Example: Bayesian neural model selection

Issue - State: closed - Opened by AlexImmer about 3 years ago
Labels: documentation

#51 - Integrate low-rank Laplace

Issue - State: closed - Opened by runame about 3 years ago