NannyML/nannyml issues and pull requests

#425 - fix: remove incorrect ConstantThreshold from UnivariateDriftCalculator

Pull Request - State: open - Opened by josecaloca 9 days ago - 3 comments

#424 - Update NannyML to support python 3.12

Issue - State: open - Opened by nikml 25 days ago
Labels: enhancement

#423 - Fix filtering for components in CBPE result

Pull Request - State: closed - Opened by michael-nml 27 days ago - 1 comment

#422 - Relax `rich` dependency version constraints

Pull Request - State: closed - Opened by nnansters 28 days ago - 1 comment

#421 - Fix issues in parsing configuration files due to Pydantic upgrade

Pull Request - State: closed - Opened by nnansters 28 days ago - 1 comment

#420 - Need to update nannyml rich version to support >=13.0.0

Issue - State: open - Opened by llFireHawkll about 1 month ago - 5 comments
Labels: enhancement

#419 - Fitting twice creates duplicate data in the results object

Issue - State: open - Opened by nikml about 2 months ago
Labels: bug, triage

#418 - fix plot blueprint metric typo

Pull Request - State: closed - Opened by nikml about 2 months ago - 1 comment

#417 - Fixed broken links

Pull Request - State: closed - Opened by NeoKish 2 months ago

#416 - update CBPE base estimate functions

Pull Request - State: closed - Opened by nikml 2 months ago - 1 comment

#415 - db optional dependency

Pull Request - State: closed - Opened by Duncan-Hunter 2 months ago - 8 comments

#414 - During import: "type object 'LGBMRegressor' has no attribute '_get_param_names'"

Issue - State: closed - Opened by GrigoriiTarasov 2 months ago - 3 comments
Labels: bug, triage

#413 - add multiclass business value class order note

Pull Request - State: closed - Opened by nikml 2 months ago - 1 comment

#412 - Optional dependency for database requirements

Issue - State: closed - Opened by Duncan-Hunter 2 months ago - 3 comments
Labels: enhancement

#411 - add threshold value limits for multiclass metrics

Pull Request - State: closed - Opened by nikml 2 months ago - 1 comment

#410 - Remove support for python 3.7

Pull Request - State: closed - Opened by nnansters 3 months ago - 1 comment

#409 - Add Multiclass support for AP and BV

Pull Request - State: closed - Opened by nikml 3 months ago - 2 comments
Labels: enhancement

#408 - Added Numerical Range Data Quality Check

Pull Request - State: closed - Opened by jnesfield 3 months ago - 4 comments

#407 - remove unnecessary code

Pull Request - State: closed - Opened by nikml 3 months ago - 1 comment

#406 - Fix pydantic compatibility with python 3.7

Pull Request - State: closed - Opened by michael-nml 3 months ago - 1 comment

#405 - Update AUROC checks for CBPE and realized performance

Pull Request - State: closed - Opened by nikml 3 months ago - 1 comment
Labels: bug

#404 - Explicit data type conversion for univariate drift

Pull Request - State: closed - Opened by nnansters 3 months ago - 3 comments

#403 - Revert Matplotlib pinning changes

Pull Request - State: open - Opened by nnansters 3 months ago - 1 comment

#403 - Revert Matplotlib pinning changes

Pull Request - State: closed - Opened by nnansters 3 months ago - 1 comment

#402 - remove drop_duplicates step from DC

Pull Request - State: closed - Opened by nikml 3 months ago - 1 comment

#402 - remove drop_duplicates step from DC

Pull Request - State: open - Opened by nikml 3 months ago - 1 comment

#401 - Update Pydantic version

Pull Request - State: closed - Opened by nnansters 3 months ago - 1 comment

#400 - fix nan handling for MC CM CBPE realized performance

Pull Request - State: closed - Opened by nikml 4 months ago - 1 comment

#400 - fix nan handling for MC CM CBPE realized performance

Pull Request - State: closed - Opened by nikml 4 months ago - 1 comment

#399 - No support for some Pandas Extension Dtypes

Issue - State: open - Opened by Duncan-Hunter 4 months ago - 2 comments
Labels: bug

#399 - No support for some Pandas Extension Dtypes

Issue - State: open - Opened by Duncan-Hunter 4 months ago - 2 comments
Labels: bug, stale

#398 - propose solution to remove hidden feature type conversion in Univariate Drift

Pull Request - State: closed - Opened by Duncan-Hunter 4 months ago - 3 comments

#398 - propose solution to remove hidden feature type conversion in Univariate Drift

Pull Request - State: closed - Opened by Duncan-Hunter 4 months ago - 3 comments

#397 - change assumed `treat_as_categorical`

Issue - State: closed - Opened by Duncan-Hunter 4 months ago - 4 comments
Labels: enhancement

#396 - add NannyML development profiling notebooks

Pull Request - State: closed - Opened by nikml 4 months ago - 1 comment

#395 - Fix categorical salary range value for car loan datasets

Pull Request - State: closed - Opened by nikml 4 months ago - 1 comment

#394 - Make UnivariateDriftCalculator (and other objects) JSON serializable

Issue - State: open - Opened by KGoldsmith11 4 months ago - 1 comment
Labels: enhancement

#393 - Wasserstein update

Pull Request - State: closed - Opened by nikml 4 months ago - 1 comment

#392 - Data Quality minor Refactor

Pull Request - State: closed - Opened by nikml 4 months ago - 1 comment

#391 - Optimize filtering univariate result for period

Pull Request - State: closed - Opened by michael-nml 4 months ago - 1 comment

#390 - Refactor Statistics submodule

Pull Request - State: closed - Opened by nikml 5 months ago - 1 comment

#389 - Updated matplotlib and seaborn versions

Pull Request - State: closed - Opened by nnansters 5 months ago - 3 comments

#388 - Add support for `np.array` in the `common_nan_removal` function

Pull Request - State: closed - Opened by nnansters 5 months ago - 1 comment

#387 - Replace `np.NaN` values for value limits in summary statistics

Pull Request - State: closed - Opened by nnansters 5 months ago - 1 comment

#386 - update thresholds to copy deafult object before updating

Pull Request - State: closed - Opened by nikml 5 months ago - 1 comment

#385 - Refactor PCA

Pull Request - State: closed - Opened by nikml 5 months ago - 2 comments

#384 - Fix handling single class in chunk for CBPE

Pull Request - State: closed - Opened by michael-nml 5 months ago - 1 comment

#383 - Relax SQLModel deps version to >=0.0.8,<0.1.0

Issue - State: closed - Opened by cristiangreco94 5 months ago - 2 comments
Labels: enhancement, stale

#382 - fix pca doc tutorial code

Pull Request - State: closed - Opened by nikml 5 months ago - 1 comment

#381 - Optional prediction column: the return

Pull Request - State: closed - Opened by nnansters 5 months ago - 1 comment

#380 - Make prediction column optional for performance estimation / calculation.

Pull Request - State: closed - Opened by nnansters 5 months ago - 1 comment

#379 - rename analysis to monitored

Pull Request - State: open - Opened by nikml 5 months ago - 2 comments

#378 - Update Missing Values Handling

Pull Request - State: closed - Opened by nikml 5 months ago - 1 comment

#377 - Fix median sampling error if only 1 distinct value

Pull Request - State: closed - Opened by michael-nml 6 months ago - 1 comment

#376 - Update analytics for compatibility with cloud SDK

Pull Request - State: closed - Opened by michael-nml 6 months ago - 1 comment

#375 - Update dependencies

Pull Request - State: closed - Opened by nnansters 7 months ago - 1 comment

#374 - Average precision and AUROC update

Pull Request - State: closed - Opened by nikml 7 months ago - 1 comment

#373 - User warning is thrown while running quickstart code snippet given in README

Issue - State: open - Opened by NeoKish 7 months ago - 5 comments
Labels: bug, triage

#372 - Update pyarrow with conditions on pythons versions

Pull Request - State: closed - Opened by amrit110 7 months ago - 3 comments

#370 - Error plot distribution of categorical feature

Issue - State: closed - Opened by ReinhardSellmair 7 months ago - 4 comments
Labels: bug, triage, stale

#369 - Scale distributions per individual chunk

Pull Request - State: closed - Opened by michael-nml 7 months ago - 1 comment

#368 - Rename Classifer for Drift Detection to Domain Classifer

Pull Request - State: closed - Opened by nikml 7 months ago - 1 comment

#367 - Change default for incomplete chunks to `keep`

Pull Request - State: closed - Opened by michael-nml 7 months ago - 1 comment

#366 - Minor fixes

Pull Request - State: closed - Opened by NeoKish 8 months ago - 2 comments

#365 - Update to using pyarrow 14.0.0

Issue - State: closed - Opened by amrit110 8 months ago - 3 comments
Labels: enhancement

#364 - Fix plotting confidence bands with gaps

Pull Request - State: closed - Opened by michael-nml 8 months ago - 2 comments

#363 - chunk size 1 and stats std results

Pull Request - State: closed - Opened by nikml 8 months ago - 1 comment

#362 - Fix duplicate X-values in KDE distribution

Pull Request - State: closed - Opened by michael-nml 8 months ago - 1 comment

#361 - Replace current error handling with "empty record" error handling

Pull Request - State: closed - Opened by nnansters 8 months ago - 1 comment

#360 - Fix limiting CBPE confidence bands to 0

Pull Request - State: closed - Opened by michael-nml 8 months ago - 2 comments

#359 - Code fixes

Pull Request - State: closed - Opened by nikml 8 months ago - 1 comment

#358 - Implementation for Importance Weighting Performance Estimation

Pull Request - State: open - Opened by nikml 8 months ago - 4 comments

#357 - remove unused confidence_deviation properties from CBPE

Pull Request - State: closed - Opened by nikml 8 months ago - 1 comment

#356 - Fix running CLI with join column for target data

Pull Request - State: closed - Opened by michael-nml 8 months ago - 1 comment

#355 - New Multivariate Drift Method: Classifier for Drift Detection

Pull Request - State: closed - Opened by nikml 9 months ago - 2 comments

#354 - Median stat calculation fails when a column has a single value

Issue - State: closed - Opened by nnansters 9 months ago - 2 comments
Labels: bug, stale

#353 - Register summary stats in CLI runner

Pull Request - State: closed - Opened by michael-nml 9 months ago - 1 comment

#352 - Feature: distribution calculators

Pull Request - State: open - Opened by nnansters 9 months ago - 1 comment

#351 - Chunk Index inconsistency between hover and x-axis

Issue - State: closed - Opened by nikml 9 months ago - 3 comments
Labels: bug, question, stale

#349 - Remove chi2 thresholds for analysis & reference

Pull Request - State: closed - Opened by michael-nml 10 months ago - 1 comment

#348 - Unique identifier column to nannyML datasets

Pull Request - State: closed - Opened by santiviquez 10 months ago - 2 comments

#347 - Fix accuracy estimation using CBPE for multiclass cases (#346)

Pull Request - State: closed - Opened by nnansters 10 months ago - 1 comment

#346 - Wrong estimated accuracy values for multiclass classification using CBPE

Issue - State: closed - Opened by nnansters 10 months ago
Labels: bug

#345 - Fix minor typos

Pull Request - State: closed - Opened by NeoKish 10 months ago - 2 comments

#343 - New dataset: Amazon Reviews Text Classification

Pull Request - State: closed - Opened by santiviquez 11 months ago - 2 comments

#342 - Optimize calculation for L-Infinity method

Pull Request - State: closed - Opened by michael-nml 11 months ago - 1 comment

#341 - Calibrator factory decorator

Pull Request - State: closed - Opened by nnansters 11 months ago - 1 comment

#340 - Fix handling `NaN` values when fitting JS univariate drift

Pull Request - State: closed - Opened by michael-nml 11 months ago - 1 comment

#339 - Univariate drift calculation fails: `autodetected range of [nan, nan] is not finite`

Issue - State: closed - Opened by nnansters 11 months ago
Labels: bug, triage

#338 - Standardise variable names in the docs

Pull Request - State: closed - Opened by santiviquez 11 months ago - 1 comment

#337 - Fix Business Value normalization calculations and add/update tests

Pull Request - State: closed - Opened by nikml 11 months ago - 1 comment

#335 - fix: use column names for database mappers

Pull Request - State: closed - Opened by shezadkhan137 11 months ago - 2 comments

#334 - fix specificity calculation for CBPE

Pull Request - State: closed - Opened by nikml 11 months ago - 1 comment
Labels: bug

#333 - Fix threshold computation handling nan values

Pull Request - State: closed - Opened by giodavoli 11 months ago - 2 comments

#332 - Nanny.ml may be better for this project

Issue - State: closed - Opened by ClayIdols 11 months ago - 1 comment
Labels: bug, triage

#331 - Pydantic 2+

Issue - State: closed - Opened by duvi86 11 months ago - 14 comments
Labels: enhancement

#330 - Standard Deviation stat failes on columns with only one value

Issue - State: closed - Opened by nikml 12 months ago - 5 comments
Labels: bug, triage, stale

#329 - Adding PSI for continious data

Pull Request - State: closed - Opened by hakimelakhrass 12 months ago - 8 comments
Labels: enhancement, stale

#328 - Comparison plot of reconstruction error and model's performance legend misplacement error

Issue - State: closed - Opened by maciejbalawejder 12 months ago - 1 comment
Labels: bug, triage, stale

#327 - Incorrect Threshold Computation for KolmogorovSmirnovStatistic When Handling NaN Values.

Issue - State: closed - Opened by giodavoli almost 1 year ago - 3 comments
Labels: bug, triage

GitHub / NannyML/nannyml issues and pull requests