Core functions for machine learninig and pipeline execution.
Requiring this namesspace registers as well the model in:
Functions are re-exported from:
Core functions for machine learninig and pipeline execution. Requiring this namesspace registers as well the model in: * scicloj.ml.smile.classification * scicloj.ml.smile.regression * scicloj.ml.xgboost Functions are re-exported from: * scicloj.metamorph.ml.* * scicloj.metamorph.core
This namespace contains functions which operate on a dataset and mostly return a dataset.
The namespaces scicloj.ml.metamorph and scicloj.ml.dataset contain functions with the same name. But they operate on either a context map (ns metamorph) or on a dataset (ns dataset)
The functions in tis namespace are re-exported from:
This namespace contains functions which operate on a dataset and mostly return a dataset. The namespaces scicloj.ml.metamorph and scicloj.ml.dataset contain functions with the same name. But they operate on either a context map (ns metamorph) or on a dataset (ns dataset) The functions in tis namespace are re-exported from: * tabecloth.api - docs at https://scicloj.github.io/tablecloth/ * tech.v3.dataset.modelling * tech.v3.dataset.column-filters
This namespace contains functions, which operate on a metamorph context. They all return the context as well.
So all functions in this namespace are metamorph compliant and can be placed in a metamorph pipeline.
Most functions here are only manipulating the dataset, which is in the ctx map under the key :metamorph/data. And they behave the same in pipeline mode :fit and :transform.
A few functions manipulate other keys inside the ctx map, and/or behave different in :fit and :transform.
This is documented per function in this form:
metamorph | . |
---|---|
Behaviour in mode :fit | . |
Behaviour in mode :transform | . |
Reads keys from ctx | . |
Writes keys to ctx | . |
The namespaces scicloj.ml.metamorph and scicloj.ml.dataset contain functions with the same name. But they operate on either a context map (ns metamorph) or on a dataset (ns dataset)
The functions in this namesspaces are re-exported from :
This namespace contains functions, which operate on a metamorph context. They all return the context as well. So all functions in this namespace are metamorph compliant and can be placed in a metamorph pipeline. Most functions here are only manipulating the dataset, which is in the ctx map under the key :metamorph/data. And they behave the same in pipeline mode :fit and :transform. A few functions manipulate other keys inside the ctx map, and/or behave different in :fit and :transform. This is documented per function in this form: metamorph | . -------------------------------------|------------------------------ Behaviour in mode :fit | . Behaviour in mode :transform | . Reads keys from ctx | . Writes keys to ctx | . The namespaces scicloj.ml.metamorph and scicloj.ml.dataset contain functions with the same name. But they operate on either a context map (ns metamorph) or on a dataset (ns dataset) The functions in this namesspaces are re-exported from : * tablecloth.pipeline * tech.v3.libs.smile.metamorph * scicloj.metamorph.ml * tech.v3.dataset.metamorph
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