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aleximmer
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Laplace
Laplace approximations for Deep Learning.
https://aleximmer.github.io/Laplace
MIT License
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Implement KronLLLaplace fast functional variance
#201
wiseodd
opened
3 days ago
0
Refactor reward-modeling likelihood
#200
runame
closed
1 week ago
0
Remove `try-except` from gridsearch
#199
wiseodd
closed
1 week ago
0
Add "Contributing" to the README
#198
wiseodd
closed
2 weeks ago
0
Remove depreciated `loss_average` argument of `KFACLinearOperator` and add makefile for ruff
#197
runame
closed
2 weeks ago
1
Add "Contributing" section to README
#196
wiseodd
closed
2 weeks ago
3
FeatureExtractor and Python <3.11
#195
Ludvins
closed
3 weeks ago
1
RunningNLLMetric returns infinite when running optimize_prior_precision
#194
MJordahn
closed
1 week ago
3
Fit function of FullLLLaplace runs slower in Github version in comparison to pip version
#193
MJordahn
opened
3 weeks ago
8
Functional Laplace Updated
#192
Ludvins
opened
4 weeks ago
6
Mismatching pip installation and website documentation?
#191
MJordahn
closed
4 weeks ago
5
fix typo in Jacobian dimension
#190
ruili-pml
closed
1 month ago
0
subnetwork with Kronecker covariance
#189
ruili-pml
closed
1 month ago
6
Merge changes from Metodj/Functional-Laplace
#188
Ludvins
closed
1 month ago
1
Use backend-native Jacobians if available
#187
wiseodd
closed
2 weeks ago
1
`torch.func` jacobian OOM
#186
wiseodd
opened
1 month ago
1
Add more test coverage to the subset of params functionality
#185
wiseodd
closed
2 weeks ago
0
Update docs
#184
wiseodd
closed
2 weeks ago
1
Move back to ASDL's main repo as dependency
#183
aleximmer
closed
2 months ago
0
Make `CurvatureInterface.functorch_jacobians` simply an alias to `CurvatureInterface.jacobians`
#182
wiseodd
closed
2 weeks ago
1
Prior precision and prior mean of `LLLaplace` are hardcoded
#181
wiseodd
closed
2 months ago
2
Typehinting
#180
wiseodd
closed
2 weeks ago
2
Fix all linting issues and format all files with `ruff`
#179
wiseodd
closed
3 weeks ago
0
Handle logits with more than 2 axes in `torch.func` diag and full backends
#178
wiseodd
opened
2 months ago
0
Replace hardcoded class index with `logit_class_dim` argument
#177
wiseodd
opened
2 months ago
3
Add `ruff check`, `ruff format --check`, and `pytest` Github actions
#176
wiseodd
closed
3 weeks ago
1
Fast `KronLLLaplace` joint predictive
#175
wiseodd
opened
2 months ago
0
Support for structured Kronecker factors
#174
wiseodd
opened
2 months ago
1
Prevent computing posterior precision in KronLaplace when it's not fitted
#173
wiseodd
closed
3 weeks ago
0
Add an option to reduce LLM features in `LLLaplace`
#172
wiseodd
closed
3 weeks ago
0
Adding prior precision in `KronLaplace` is broken
#171
wiseodd
closed
3 weeks ago
0
Feature caching mechanism in LLLA
#170
wiseodd
closed
3 weeks ago
0
Handle feature reduction properly in LLLA
#169
wiseodd
closed
3 weeks ago
0
Make the dict keys for models with dict-like inputs general
#168
wiseodd
closed
3 weeks ago
1
Doc & example for reward modeling
#167
wiseodd
closed
3 weeks ago
1
Add example & doc for reward modeling functionality
#166
wiseodd
closed
3 weeks ago
0
Generalized dict-input mechanism
#165
wiseodd
closed
3 weeks ago
0
Cache features in LLLA with MC predictive
#164
wiseodd
closed
2 months ago
1
Conform to PyTorch convention in the loss
#163
wiseodd
opened
2 months ago
1
Support for `torchtune`'s models and datasets
#162
wiseodd
opened
2 months ago
0
Efficient LLLA predictive samples
#161
wiseodd
closed
3 weeks ago
0
Make `torchmetrics` metrics the default in cross validation
#160
wiseodd
closed
2 months ago
0
Enable `torch.save()` + `torch.load()` for different `map_location`s
#159
elcorto
closed
2 months ago
1
Serialization: `torch.load(..., map_location="cpu")` doesn't map all tensors in `Laplace` instance
#158
elcorto
closed
2 months ago
2
Make try-except statement in `_gridsearch` more specific
#157
runame
closed
1 week ago
1
Remove default `loss` for `optimize_prior_precision`
#156
runame
closed
2 months ago
0
Laplace Transform and Inverse laplace Transform for 2D images
#155
qm-intel
closed
3 months ago
2
test_full_hess_curvlinops_vs_asdl of "regression" loss failed in Python 3.11
#154
Yuxin-99
closed
3 months ago
2
Implement heteroscedastic Laplace
#153
wiseodd
opened
3 months ago
0
Add linting and formatting via `ruff`
#152
runame
closed
3 weeks ago
1
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