Code

ilof pietro#1317

Code

Merged

MaxHalford merged 43 commits intoonline-ml:mainonline-ml/river:mainfrom pietro-tanure:ilof-pietropietro-tanure/river:ilof-pietroCopy head branch name to clipboardSep 11, 2023

+599-4

Commits

Commits on Aug 24, 2023

• Merge branch 'ilof-pietro' of https://github.com/pietro-tanure/river into ilof-pietro

  pietro-tanure

  committed
  7767164

Commits on Aug 26, 2023

• Update ilof_notebook.ipynb

  hoanganhngo610

  committed
  fc3ee3e

Commits on Aug 28, 2023

• Modify name IncrementalLOF in __init__ file of anomaly module

  hoanganhngo610

  committed
  e4cb46e

• Refactor code after precommit run

  hoanganhngo610

  committed
  30caddf

• Remove window_score in score_one function of Incremental LOF (since score_one already assumes that one sample is taken into account at a certain time point).

  hoanganhngo610

  committed
  56c17e8

• Remove learn_many and refactor Docstring test

  hoanganhngo610

  committed
  cb7e45f

• Remove import pandas since unused.

  hoanganhngo610

  committed
  ac4ab62

Commits on Sep 5, 2023

• �Refactor

  hoanganhngo610

  committed
  ebec94f

• Change output of score_one to only return one single number, not list (to comply with the implementation of other incremental anomaly detection algorithms)

  hoanganhngo610

  committed
  a3b4093

• Refactor Docstring test

  hoanganhngo610

  committed
  bc78169

Commits on Sep 6, 2023

• Refactor from IncrementalLOF to LocalOutlierFactor

  hoanganhngo610

  committed
  5224265

• Refactor

  hoanganhngo610

  committed
  c64b803

• Refactor X_batch to x_batch to align with PEP8.

  hoanganhngo610

  committed
  05375fc

• Verbose re-wording.

  hoanganhngo610

  committed
  4d209b4

• Refactor X_score to x_scores

  hoanganhngo610

  committed
  e25c800

Commits on Sep 7, 2023

• Remove type of returned output in DocString

  hoanganhngo610

  committed
  01798d6

• Make check_equal static method and refactor related variable names according to PEP8

  hoanganhngo610

  committed
  38a2b4d

• Refactor capital X variable to x_list to represent the stored list of observations.

  hoanganhngo610

  committed
  762915c

• Refactor code with black

  hoanganhngo610

  committed
  b6fbdb5

• Remove description for unnecessary variables.

  hoanganhngo610

  committed
  e9f0096

• Re-wording for variable description.

  hoanganhngo610

  committed
  1f1a99f

• Refactor.

  hoanganhngo610

  committed
  a5afc23

• Add learn_many to learn multiple instances at a time and update Docstring test to take into account the newly implemented function.

  hoanganhngo610

  committed
  456cb6e

• Remove description of unnecessary variables.

  hoanganhngo610

  committed
  b4605e3

• Spelling correction.

  hoanganhngo610

  committed
  0e47a2b

• Modify variable names by removing capital letters to align with PEP8.

  hoanganhngo610

  committed
  f3a2cb1

• Refactor calc_local_reach_dist and cal_lof and change these functions to static methods.

  hoanganhngo610

  committed
  508373f

• Change expand_objects to static method

  hoanganhngo610

  committed
  5af882d

• Refactor.

  hoanganhngo610

  committed
  c7ed8cc

• Change define_sets to static method.

  hoanganhngo610

  committed
  fedf6f7

• Change calc_reach_dist_newpoints to static method.

  hoanganhngo610

  committed
  8b7bb8c

• Change calc_reach_dist_otherpoints to static method and refactor.

  hoanganhngo610

  committed
  cc1864a

• Refactor.

  hoanganhngo610

  committed
  74d814a

• Refactor calc_reach_dist_new_points

  hoanganhngo610

  committed
  fca09a0

• Refactor calc_reach_dist_other_points.

  hoanganhngo610

  committed
  385fc89

• Remove import

  hoanganhngo610

  committed
  2d18fe6

• Refactor and add description in docstring regarding expected performance of ILOF.

  hoanganhngo610

  committed
  7ef647e

Commits on Sep 8, 2023

• Refactor.

  hoanganhngo610

  committed
  f22393c

• Remove one unnecessary variable of calc_reach_dist_other_points.

  hoanganhngo610

  committed
  1eb210d

• Modify docstring description of the algorithm

  hoanganhngo610

  committed
  7ae1ab8

Commits on Sep 9, 2023

• Add comments to justify the returning results of score_one function.

  hoanganhngo610

  committed
  3b5f851

• Add tests for the newly implemented iLOF algorithm.

  hoanganhngo610

  committed
  8dae3dc

• Remove iLOF notebook (since the content has been covered by the test file within the same module).

  hoanganhngo610

  committed
  7ce72be