Comments (2)
benHeid
commented on July 28, 2024
I suppose shifting and changing import should work.
I agree, that it would be better to have anything probabilistic related that is not specific to time series should be located in skpro.
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fkiraly
commented on July 28, 2024
I agree, that it would be better to have anything probabilistic related that is not specific to time series should be located in skpro.
Yes, though I would do this only slowly over time with the interfaces maturing.
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Related Issues (20)
- [ENH] adding truncated means as an interface point?
- [BUG] sphinx build failures with json parse error HOT 20
- [ENH] adapter for `scipy` distributions HOT 6
- [ENH] design discussion - `pdf` and `pmf` in distributions, discrete, continuous, and mixed HOT 1
- [ENH] further work on `GLMRegressor` interfacing `statsmodels` `GLM` HOT 3
- [ENH] Add a time-dependent gaussian distribution. HOT 4
- [ENH] Consolidate quantile parameterized distributions in few classes HOT 3
- [ENH] inspectable set-valued domains for distributions HOT 25
- [ENH] non-parametric default for `_predict_proba` if `_predict_quantiles` is available HOT 2
- [ENH] add an estimator overview like in `sktime`
- [ENH] design - dealing with incomplete distributions such as predictive survival function estimates HOT 1
- [ENH] `lifelines` accelerated failure time models
- [ENH] improved boilerplate for distribution objects HOT 1
- [ENH] `QPD_B` `mean` and `var` fail due to numeric instability HOT 2
- [ENH] distributions: add missing explicit energy computations
- [ENH] distributions: move parameters for Monte Carlo approximations to configs
- [ENH] issues and features for the `Empirical` distribution
- [ENH] Add Probability Mass Function (`pmf`) and Its Log (`log_pmf`) Methods on Base Distribution Class HOT 1
- [ENH] `ngboost` survival prediction model HOT 3
- [BUG] `NGBoostRegressor` failing when `dist="TDistribution"`
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