You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
* Minimalistic. Get your stacked features in a single line
13
13
* RAM-friendly. The lowest possible memory consumption
14
-
* Kaggle-ready. Stacked features and hyperparameters from each run can be [automatically saved](https://github.com/vecxoz/vecstack/blob/master/vecstack/core.py#L207) in files. No more mess at the end of the competition. [Log example](https://github.com/vecxoz/vecstack/blob/master/examples/03_log_example.txt)
14
+
* Kaggle-ready. Stacked features and hyperparameters from each run can be [automatically saved](https://github.com/vecxoz/vecstack/blob/master/vecstack/core.py#L209) in files. No more mess at the end of the competition. [Log example](https://github.com/vecxoz/vecstack/blob/master/examples/03_log_example.txt)
* Standardized. Fully scikit-learn compatible transformer class exposing `fit` and `transform` methods
17
17
* Pipeline-certified. Implement and deploy [multilevel stacking](https://github.com/vecxoz/vecstack/blob/master/examples/04_sklearn_api_regression_pipeline.ipynb) like it's no big deal using `sklearn.pipeline.Pipeline`
@@ -42,7 +42,7 @@ Convenient way to automate OOF computation, prediction and bagging using any num
42
42
* Scikit-learn API:
43
43
*[Regression + Multilevel stacking using Pipeline](https://github.com/vecxoz/vecstack/blob/master/examples/04_sklearn_api_regression_pipeline.ipynb)
44
44
* Documentation:
45
-
*[Functional API](https://github.com/vecxoz/vecstack/blob/master/vecstack/core.py#L136) or type ```>>> help(stacking)```
45
+
*[Functional API](https://github.com/vecxoz/vecstack/blob/master/vecstack/core.py#L133) or type ```>>> help(stacking)```
46
46
*[Scikit-learn API](https://github.com/vecxoz/vecstack/blob/master/vecstack/coresk.py#L64) or type ```>>> help(StackingTransformer)```
0 commit comments