f-dangel / curvlinops / 12053715391

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Build Type

push

github

Committed by web-flow

Commit Message

[ADD] Change (transposed) Jacobian to purely PyTorch (#147)

* [ADD] Minimal linear operator interface for PyTorch

* [FIX] Linters

* [ADD] Replicate current base class but inherit from `PyTorchLinearOperator`

* [DEL] Unused import

* [ADD] Implement Hessian as `CurvatureLinearOperator`

* [REF] Combine full and block-diagonal matrix multiply tests

* [ADD] Automatically implement `adjoint` for self-adjoint ops

* [ADD] Implement GGN as `CurvatureLinearOperator`

* [FIX] flake8

* [FIX] Increase tolerance to make test pass

* [DEL] Unused import

* [ADD] Implement Jacobians as `CurvatureLinearOperator`

* [REF] Extract error test with ``MutableMapping`` and ``batch_size_fn=None``

* [ADD] Class attribute for checking deterministic batches

* [ADD] Extract getters for `_in_shape` and `_out_shape`

* [ADD] Test deterministic batches

* [DOC] Add documentation and type annotations

* [REF] Re-cycle `data_prediction_loss_gradient`

* [DEL] MutableMapping tests (extracted)

* [FIX] Linters

* [DOC] Improve docstrings

* [DOC] Update changelog

Run Details

106 of 112 new or added lines in 3 files covered. (94.64%)

1 existing line in 1 file now uncovered.

1583 of 1706 relevant lines covered (92.79%)

0.93 hits per line