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sktime
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skpro
A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python
https://skpro.readthedocs.io/en/latest
BSD 3-Clause "New" or "Revised" License
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Release 2.3.2
#402
fkiraly
closed
5 months ago
0
[MNT] make `BaseArrayDistribution` private
#401
fkiraly
closed
5 months ago
0
[DOC] in API reference, order distributions by support
#400
fkiraly
closed
5 months ago
0
[ENH] Enhancing polars support by introducing `set_output`
#399
julian-fong
opened
5 months ago
16
[ENH] merge `test_probabilistic_metrics` into `TestAllDistrMetrics`
#398
fkiraly
opened
5 months ago
1
[MNT] [Dependabot](deps): Update numpy requirement from <1.27,>=1.21.0 to >=1.21.0,<2.1
#397
dependabot[bot]
closed
5 months ago
2
[ENH] Pareto distribution
#396
sukjingitsit
closed
5 months ago
0
DIAGNOSTIC - `numpy 2`, test all estimators
#395
fkiraly
closed
5 months ago
1
[MNT] `numpy 2` compatibility
#394
fkiraly
closed
4 months ago
3
[MNT] increase `numpy` bound to `numpy < 2.1`, `numpy 2` compatibility
#393
fkiraly
closed
5 months ago
1
[ENH] refactor `datatypes` mtypes - checkers, converters
#392
fkiraly
closed
2 months ago
26
[ENH] interval width and area under calibration curve metrics
#391
fkiraly
closed
5 months ago
0
[ENH] outlier detection based on probabilitsic regressors
#390
fkiraly
opened
5 months ago
0
[ENH] Design of a Bayesian model interface for sktime and skpro
#389
meraldoantonio
opened
5 months ago
0
[BUG] bugfix on #387 - changed paramset 3 to use `ConditionUncensored` instead of `CoxPH`
#388
julian-fong
closed
5 months ago
2
[BUG] `Singular Matrix` error when testing param set with Cross Validation estimators
#387
julian-fong
closed
5 months ago
0
[BUG] - bugfix when `None` was specified for `max_iter` parameter in sklearn regressors
#386
julian-fong
closed
5 months ago
0
[BUG] `sklearn.utils._param_validation.InvalidParameterError` thrown when using max_iter parameter in various sklearn regressors
#385
julian-fong
closed
5 months ago
1
[ENH] `GLM` with multiple `distributions` and `link` function support
#384
ShreeshaM07
closed
5 months ago
7
[ENH] Multiple link function support for GLMs
#383
ShreeshaM07
closed
5 months ago
3
[ENH] Histogram distribution
#382
ShreeshaM07
closed
5 months ago
8
[BUG] fix `test_methods_p` logic when `shuffle` is `True`
#381
ShreeshaM07
closed
5 months ago
1
[BUG] test_methods_p not handling getattr after shifting
#380
ShreeshaM07
closed
5 months ago
0
[DOC] add `scipy` reference to interfaced distributions
#379
fkiraly
closed
5 months ago
0
[ENH] proba regression: reduction to multiclass classification
#378
fkiraly
closed
4 months ago
7
[ENH] general Johnson QPD regression wrapper to reduce proba to quantile predictions
#377
fkiraly
opened
5 months ago
0
[ENH] feature importance interface and tag for regression models
#376
fkiraly
opened
5 months ago
0
[ENH] Multivariate normal probability distribution
#375
bhavikar04
opened
5 months ago
2
[ENH] Log Laplace Distribution
#374
SaiRevanth25
closed
5 months ago
0
[ENH] Half Logistic Distribution
#373
SaiRevanth25
closed
5 months ago
0
[ENH] Half Logistic Distribution
#372
SaiRevanth25
closed
6 months ago
0
[ENH] Half Cauchy Distribution
#371
SaiRevanth25
closed
6 months ago
0
[ENH] Introducing test file for polars support for estimators
#370
julian-fong
closed
5 months ago
5
[ENH] `sample_weight` for metrics
#369
fkiraly
opened
6 months ago
0
[DOC] fix typo in survival models API reference
#368
fkiraly
closed
6 months ago
0
[ENH] sync `skpro` and `sktime` probabilistic metrics modules
#367
fkiraly
opened
6 months ago
0
[MNT] [Dependabot](deps): Update scikit-base requirement from <0.8.0,>=0.6.1 to >=0.6.1,<0.9.0
#366
fkiraly
closed
6 months ago
0
[MNT] 2.3.0 deprecations and change actions
#365
fkiraly
closed
6 months ago
0
Release 2.3.1
#364
fkiraly
closed
6 months ago
0
[ENH] Half Normal Distribution
#363
SaiRevanth25
closed
6 months ago
0
[DOC] fixing download shields in README
#362
fkiraly
closed
6 months ago
0
[DOC] fixing download shields in README
#361
fkiraly
closed
6 months ago
0
[DOC] fix download shields in readme
#360
fkiraly
closed
6 months ago
0
[DOC] minor docs improvements
#359
fkiraly
closed
6 months ago
0
[ENH] Creating a new Bayesian Regressor with PyMC as a backend
#358
meraldoantonio
closed
2 weeks ago
17
[MNT] [Dependabot](deps): Update sphinx-design requirement from <0.6.0 to <0.7.0
#357
dependabot[bot]
closed
6 months ago
0
[ENH] Alpha distribution
#356
SaiRevanth25
closed
6 months ago
0
[ENH] Gamma Distribution
#355
ShreeshaM07
closed
6 months ago
2
[MNT] [Dependabot](deps): Update scikit-learn requirement from <1.5.0,>=0.24.0 to >=0.24.0,<1.6.0
#354
dependabot[bot]
closed
6 months ago
0
[ENH] improved default function to plot via `BaseDistribution.plot`, depending on distribution type
#353
fkiraly
closed
6 months ago
0
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