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Add faiss backend for KNN imputation #704

Merged
merged 9 commits into from
Apr 24, 2024
Merged

Add faiss backend for KNN imputation #704

merged 9 commits into from
Apr 24, 2024

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Zethson
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@Zethson Zethson commented Apr 24, 2024

Fixes #640

pre-commit-ci bot and others added 4 commits April 23, 2024 09:30
updates:
- [github.com/astral-sh/ruff-pre-commit: v0.3.7 → v0.4.1](astral-sh/ruff-pre-commit@v0.3.7...v0.4.1)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
* Added infer and check feature types methods

* Added and tested decorator and adapted feature importances

* Added test cases and updated imputation

* Adapted encoding

* Feature specifications output

* Fix HVF test

* Added tree printing for inferred feature types

* Notebook fixes

* Fix feature importance test

* Beautify tree

* Base encoding on original feature types

* Added to usage

* Update logging message

* Improved method description

* Submodule update

Signed-off-by: zethson <[email protected]>

* PR Revisions

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Update submodule

* Extended method docs description

---------

Signed-off-by: zethson <[email protected]>
Co-authored-by: zethson <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
@github-actions github-actions bot added the enhancement New feature or request label Apr 24, 2024
Zethson added 2 commits April 24, 2024 19:17
Signed-off-by: zethson <[email protected]>
Signed-off-by: zethson <[email protected]>
Signed-off-by: zethson <[email protected]>
@github-actions github-actions bot added the chore label Apr 24, 2024
Zethson added 2 commits April 24, 2024 19:27
Signed-off-by: zethson <[email protected]>
Signed-off-by: zethson <[email protected]>
@Zethson Zethson merged commit 63fca78 into main Apr 24, 2024
16 of 17 checks passed
@Zethson Zethson deleted the feature/faiss_imputer branch May 5, 2024 11:52
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Speed up imputation algorithms
2 participants