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For some use cases, it will be valuable to return the spatial representation of an estimator's `transform` method where that estimator inherits from sklearn's `TransformerMixin` (for example, sklearn'…
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Yes, ranges can be reported too. If you like to continue analyzing the remaining input space despite finding a violation, you can return vote.PASS instead of vote.FAIL, see example below.
```…
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(I found several articles that I printed at around 2016)
- robust, RLM is only for univariate endog
- MultivariateLS has been added in #8919
- a first set of robust covariance estimators is in PR…
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related to #1379 more cov_types for RLM, M-estimators in general
Arellano's slide referenced here https://github.com/statsmodels/statsmodels/issues/3335#issuecomment-268719056 http://www.cemfi.es/…
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Can Tradaboost algorithm use the predict_proba() method to output the probability values of each sample belonging to the positive and negative classes in binary classification problems?
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This issue will be used to update on the progress of the likelihood optimization. I'm still not satisfied with he performance of the likelihood calculation so I'm testing all available free parameters…
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An inventory of PRs that have been waiting for a long time
### The biggies
- [ ] #304 Nonlinear LS
- [ ] #361 sysreg -> rebased in #2500
- [ ] #452 robust new estimators
- [ ] #786 repeated measures …
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**Is your feature request related to a problem? Please describe.**
We want to avoid cases like #4706 where users inadvertently use methods like `load_from_path` and `load_from_serial` to deserialize …
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In the README, only basic summary statistics are mentioned: mean, median, mode and I'm guessing std. dev, variance, correlations, etc are also to be included. I'm curious about how far out you are int…
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This issue is to track the work we need to do before we can merge `sample-props` branch into `main`:
- [x] Based on this prototype: https://github.com/scikit-learn/scikit-learn/pull/16079
- [x] Me…