issues
search
f-dangel
/
curvlinops
PyTorch linear operators for curvature matrices (Hessian, Fisher/GGN, KFAC, ...)
https://curvlinops.readthedocs.io/en/latest/
MIT License
18
stars
8
forks
source link
issues
Newest
Newest
Most commented
Recently updated
Oldest
Least commented
Least recently updated
[ADD] more test cases for inverse KFAC
#158
runame
opened
20 hours ago
1
[ADD] Change activation Hessian to purely PyTorch
#157
f-dangel
closed
1 day ago
1
[FIX] in-place damping bug in `KFACInverseLinearOperator`
#156
runame
closed
1 day ago
3
Bump min. required Python version badge
#155
runame
closed
2 days ago
1
Fix coveralls badge
#154
runame
closed
4 days ago
1
Improve documentation of `check_deterministic`
#153
runame
opened
4 days ago
0
Discussion: Banded operators?
#152
andres-fr
opened
1 month ago
0
Feature: Exponential moving average for `KFACLinearOperator`
#151
f-dangel
opened
1 month ago
0
[ADD] Change empirical Fisher to purely PyTorch
#150
f-dangel
closed
2 days ago
1
[ADD] Change KFAC and KFAC inverse to purely PyTorch
#149
f-dangel
opened
1 month ago
3
[ADD] Change Fisher to purely PyTorch
#148
f-dangel
closed
2 days ago
1
[ADD] Change (transposed) Jacobian to purely PyTorch
#147
f-dangel
closed
4 days ago
1
[ADD] Change GGN to purely PyTorch
#146
f-dangel
closed
1 week ago
2
[ADD] Change Hessian to purely PyTorch
#145
f-dangel
closed
3 weeks ago
2
Feature: Diag++
#144
f-dangel
opened
1 month ago
1
Feature: Linear operator for Shampoo's curvature approximation
#143
f-dangel
opened
1 month ago
0
[REF] Replicate base class, but inherit from PyTorch linear operator
#142
f-dangel
closed
3 weeks ago
3
[DOC] Add `intersphinx` mapping to `curvlinops` objects
#141
f-dangel
closed
1 month ago
0
[DOC] Add comparison with power iteration in eigenvalue example
#140
f-dangel
closed
1 month ago
1
[DOC] Prettify plots in spectral density tutorial
#139
f-dangel
closed
1 month ago
2
Broken links in documentation
#138
safelix
closed
1 month ago
0
[DOC] Fix markdown syntax in natural gradient example
#137
f-dangel
closed
1 month ago
1
Remove conversion of data Iterable to Iterator in `_LinearOperator`
#136
BrunoKM
closed
1 month ago
1
Unnecessary conversion to Iterator?
#135
BrunoKM
closed
1 month ago
2
[DOC] Add more matrices to visual tour, prettify plots with `tueplots`
#134
f-dangel
closed
1 month ago
1
[BUG] Wrong dtype for random vectors used in KFAC's deterministic checks
#133
f-dangel
closed
1 month ago
1
`KFACLinearOperator` deterministic checks break when using double precision
#132
liaodisen
closed
1 month ago
1
[CI | FIX] Improve and run Fisher-MC tests on `main`
#131
f-dangel
closed
2 months ago
1
[ADD] Minimal linear operator interface for PyTorch
#130
f-dangel
closed
1 month ago
1
[CI] Update Github action versions, cache pip
#129
f-dangel
closed
2 months ago
1
[REQ] Deprecate python 3.8
#128
f-dangel
closed
2 months ago
1
[ADD] EKFAC
#127
runame
opened
2 months ago
3
[REF] Create shared parent classes for `KFACLinearOperator` and `KFACInverseLinearOperator`
#126
runame
opened
2 months ago
0
[FIX] Output shapes of KFAC's `matmat`/`matvec`
#125
runame
closed
3 months ago
1
`A.torch_matvec()` changes the shape of tensors
#124
BrunoKM
closed
3 months ago
5
[REF] Migrate from `setup.py` to `pyproject.toml` (fixes #122)
#123
kourbou
closed
3 months ago
9
Error when installing `curvlinops` as dependency
#122
wiseodd
closed
3 months ago
4
[REF] Deprecate `pkg_resources`, use `importlib` & `packaging`
#121
f-dangel
closed
5 months ago
10
[REF] Improve numerical stability of Frobenius estimator
#120
f-dangel
closed
5 months ago
1
[FIX] Checks if `Enum` contains string
#119
runame
closed
5 months ago
7
[BUG] Check if string is in `Enum` incompatible with older Python versions
#118
runame
closed
5 months ago
0
Remove `loss_average` argument of `KFACLinearOperator`
#117
runame
closed
5 months ago
1
Implement EKFAC
#116
runame
opened
6 months ago
0
[ADD] Implement adjoint for sub-matrix linear operator
#115
f-dangel
closed
6 months ago
1
[ADD] `state_dict` functionality to `KFACLinearOperator` and `KFACInverseLinearOperator`
#114
runame
closed
6 months ago
1
Add `state_dict` functionality to `KFACLinearOperator` and `KFACInverseLinearOperator`
#113
runame
closed
6 months ago
0
[FIX] Scaling of MC Fisher for `MSELoss` and `BCEWithLogitsLoss` with mean reduction
#112
runame
closed
6 months ago
1
[BUG] `FisherMCLinearOperator` is off by a factor of `C` when using `MSELoss` or `BCEWithLogitsLoss` with mean reduction
#111
runame
closed
6 months ago
0
[FIX] KFAC scale for `loss_average="batch+sequence"`
#110
runame
closed
6 months ago
1
[FIX] Scaling of empirical/MC Fisher for output with more than two dimensions
#109
runame
closed
7 months ago
1
Next