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ilof pietro #1317

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Sep 11, 2023
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7767164
Merge branch 'ilof-pietro' of https://github.com/pietro-tanure/river …
pietro-tanure Aug 24, 2023
fc3ee3e
Update ilof_notebook.ipynb
hoanganhngo610 Aug 26, 2023
e4cb46e
Modify name IncrementalLOF in __init__ file of anomaly module
hoanganhngo610 Aug 28, 2023
30caddf
Refactor code after precommit run
hoanganhngo610 Aug 28, 2023
56c17e8
Remove window_score in score_one function of Incremental LOF (since s…
hoanganhngo610 Aug 28, 2023
cb7e45f
Remove learn_many and refactor Docstring test
hoanganhngo610 Aug 28, 2023
ac4ab62
Remove import pandas since unused.
hoanganhngo610 Aug 28, 2023
ebec94f
Refactor
hoanganhngo610 Sep 5, 2023
a3b4093
Change output of `score_one` to only return one single number, not li…
hoanganhngo610 Sep 5, 2023
bc78169
Refactor Docstring test
hoanganhngo610 Sep 5, 2023
5224265
Refactor from IncrementalLOF to LocalOutlierFactor
hoanganhngo610 Sep 6, 2023
c64b803
Refactor
hoanganhngo610 Sep 6, 2023
05375fc
Refactor X_batch to x_batch to align with PEP8.
hoanganhngo610 Sep 6, 2023
4d209b4
Verbose re-wording.
hoanganhngo610 Sep 6, 2023
e25c800
Refactor X_score to x_scores
hoanganhngo610 Sep 6, 2023
01798d6
Remove type of returned output in DocString
hoanganhngo610 Sep 7, 2023
38a2b4d
Make check_equal static method and refactor related variable names ac…
hoanganhngo610 Sep 7, 2023
762915c
Refactor capital X variable to x_list to represent the stored list of…
hoanganhngo610 Sep 7, 2023
b6fbdb5
Refactor code with black
hoanganhngo610 Sep 7, 2023
e9f0096
Remove description for unnecessary variables.
hoanganhngo610 Sep 7, 2023
1f1a99f
Re-wording for variable description.
hoanganhngo610 Sep 7, 2023
a5afc23
Refactor.
hoanganhngo610 Sep 7, 2023
456cb6e
Add learn_many to learn multiple instances at a time and update Docst…
hoanganhngo610 Sep 7, 2023
b4605e3
Remove description of unnecessary variables.
hoanganhngo610 Sep 7, 2023
0e47a2b
Spelling correction.
hoanganhngo610 Sep 7, 2023
f3a2cb1
Modify variable names by removing capital letters to align with PEP8.
hoanganhngo610 Sep 7, 2023
508373f
Refactor calc_local_reach_dist and cal_lof and change these functions…
hoanganhngo610 Sep 7, 2023
5af882d
Change expand_objects to static method
hoanganhngo610 Sep 7, 2023
c7ed8cc
Refactor.
hoanganhngo610 Sep 7, 2023
fedf6f7
Change define_sets to static method.
hoanganhngo610 Sep 7, 2023
8b7bb8c
Change calc_reach_dist_newpoints to static method.
hoanganhngo610 Sep 7, 2023
cc1864a
Change calc_reach_dist_otherpoints to static method and refactor.
hoanganhngo610 Sep 7, 2023
74d814a
Refactor.
hoanganhngo610 Sep 7, 2023
fca09a0
Refactor calc_reach_dist_new_points
hoanganhngo610 Sep 7, 2023
385fc89
Refactor calc_reach_dist_other_points.
hoanganhngo610 Sep 7, 2023
2d18fe6
Remove import
hoanganhngo610 Sep 7, 2023
7ef647e
Refactor and add description in docstring regarding expected performa…
hoanganhngo610 Sep 7, 2023
f22393c
Refactor.
hoanganhngo610 Sep 8, 2023
1eb210d
Remove one unnecessary variable of calc_reach_dist_other_points.
hoanganhngo610 Sep 8, 2023
7ae1ab8
Modify docstring description of the algorithm
hoanganhngo610 Sep 8, 2023
3b5f851
Add comments to justify the returning results of score_one function.
hoanganhngo610 Sep 9, 2023
8dae3dc
Add tests for the newly implemented iLOF algorithm.
hoanganhngo610 Sep 9, 2023
7ce72be
Remove iLOF notebook (since the content has been covered by the test …
hoanganhngo610 Sep 9, 2023
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2 changes: 2 additions & 0 deletions river/anomaly/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,7 @@
from .filter import QuantileFilter, ThresholdFilter
from .gaussian import GaussianScorer
from .hst import HalfSpaceTrees
from .ilof import LocalOutlierFactor
from .svm import OneClassSVM

__all__ = [
Expand All @@ -27,4 +28,5 @@
"OneClassSVM",
"QuantileFilter",
"ThresholdFilter",
"LocalOutlierFactor",
]
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