NannyML/nannyml

Issues

• Stratified sampling for chunks and binary classification

  #429 opened 2 months ago by j-adamczyk
  6

• Error plot distribution of categorical feature

  #370 opened 8 months ago by ReinhardSellmair
  5

• Update NannyML to support python 3.12

  #424 opened 4 months ago by nikml
  1

• Need to update nannyml rich version to support >=13.0.0

  #420 opened 2 months ago by llFireHawkll
  6

• Update all dependencies

  #428 opened 2 months ago by djstrong
  2

• Support for Python version>3.12

  #427 opened 3 months ago by priyankasrs
  2

• Make UnivariateDriftCalculator (and other objects) JSON serializable

  #394 opened 7 months ago by KGoldsmith11
  2

• Fitting twice creates duplicate data in the results object

  #419 opened 5 months ago by nikml
  1

• User warning is thrown while running quickstart code snippet given in README

  #373 opened 10 months ago by NeoKish
  6

• No support for some Pandas Extension Dtypes

  #399 opened 7 months ago by Duncan-Hunter
  3

• Reference Drift Metrics

  #426 opened 3 months ago by emrynHofmannElephant
  1

• Pydantic 2+

  #331 opened 4 months ago by duvi86
  14

• Optional dependency for database requirements

  #412 opened 4 months ago by Duncan-Hunter
  3

• Relax SQLModel deps version to >=0.0.8,<0.1.0

  #383 opened 5 months ago by cristiangreco94
  2

• During import: "type object 'LGBMRegressor' has no attribute '_get_param_names'"

  #414 opened 5 months ago by GrigoriiTarasov
  3

• change assumed `treat_as_categorical`

  #397 opened 6 months ago by Duncan-Hunter
  4

• Standard Deviation stat failes on columns with only one value

  #330 opened 7 months ago by nikml
  5

• Median stat calculation fails when a column has a single value

  #354 opened 8 months ago by nnansters
  2

• Confidence Intervals for Missing Values shouldn't go below 0

  #315 opened 8 months ago by nikml
  6

• Chunk Index inconsistency between hover and x-axis

  #351 opened 8 months ago by nikml
  3

• Update to using pyarrow 14.0.0

  #365 opened 10 months ago by amrit110
  3

• Distribution plotting scaling done separately in reference and analysis.

  #267 opened a year ago by jakubnml
  5

• Performance calculator required parameters could be metrics dependent.

  #265 opened a year ago by jakubnml
  5

• Chunk index does not continue from reference to analysis in results and plots.

  #266 opened a year ago by jakubnml
  5

• Coloring categories in univariate categorical distribution plot inconsistent

  #273 opened a year ago by jakubnml
  4

• Small visual bug in the plotting.

  #293 opened a year ago by WojtekNML
  5

• Deafult chunker results in unequal chunk chunk across reference and analysis

  #300 opened a year ago by WojtekNML
  8

• Support multilabel classification and regression

  #322 opened a year ago by j-adamczyk
  6

• Comparison plot of reconstruction error and model's performance legend misplacement error

  #328 opened a year ago by maciejbalawejder
  1

• Wrong estimated accuracy values for multiclass classification using CBPE

  #346 opened a year ago by nnansters
  0

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

  #339 opened a year ago by nnansters
  0

• Nanny.ml may be better for this project

  #332 opened a year ago by ClayIdols
  1

• Incorrect Threshold Computation for KolmogorovSmirnovStatistic When Handling NaN Values.

  #327 opened a year ago by giodavoli
  3

• [Plotting] Inconsistent behavior of analysis period line

  #262 opened 2 years ago by santiviquez
  2

• JS Univariate Drift Incorrectly treating categorical as numerical

  #292 opened a year ago by nikml
  4

• Univariate drift plots not showing period legends

  #285 opened a year ago by santiviquez
  2

• Erroneous NaN result from some (regression realized) performance calculations

  #279 opened a year ago by nikml
  4

• Univaraite Drift Plotting may fail if there are too many variables monitored

  #274 opened a year ago by nikml
  5

• Add DatabaseWriter support to `MissingValuesCalculator` and `UnseenValuesCalculator`

  #313 opened a year ago by bgalvao
  4

• [DOCS] NannyML Functionality Requirements are Outdated.

  #255 opened a year ago by nikml
  2

• Getting 'Calculator Exception' when running the "univariate_calculator.calculate(analysis)" command.

  #233 opened a year ago by abhilashmarecharla
  3

• Uncouple chunking between reference/analysis and allow single chunk for analysis

  #241 opened 2 years ago by FelipeAdachi
  2

• Comparison Plot Issues

  #261 opened 2 years ago by nikml
  1

• [DOCS] Installation instructions are duplicated

  #244 opened 2 years ago by nikml
  1

• We're missing contribution documentation on building the docs

  #243 opened 2 years ago by nnansters
  1

• For having just drift detection in Production

  #257 opened 2 years ago by gourav1298
  1

• Plotting, incorrect confidence band color when comparing plots

  #259 opened 2 years ago by nikml
  2

• Not able to Install nannyML in Mac M1 13.2

  #247 opened 2 years ago by gourav1298
  1

• Add option to UnivariateDriftCalculator to explicitly mark columns as categorical

  #238 opened 2 years ago by nnansters
  2

• [Plotting] How to treat threshold for Chi2 drift detection?

  #234 opened 2 years ago by nikml
  1