[Pipeline] Updates #1194
zacandcheese
started this conversation in
Ideas
Replies: 0 comments
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
-
Transformation
VDF Functions that affect and alter the entire table are currently not supported, only VColumn transformations are currently allowed.
These functions should be supported:
case_when
abs
applymap
swap
rolling
Balancing the data and other preprocessing functions should be incorporated into pipelines.
balance()
.normalize()
.fillna()
.dropna()
.fill_outliers()
Training
Non Native Functions should be supported. They should not raise an error and their underlying sql should be allowed to be omitted in the code.
These algorithms should be supported:
In-Memory Models should also be investigated.
Only one model can be tested at a time, we may want to train multiple if computations become expensive.
Ingestion
Broaden the application and testing to include the following:
Metrics
Tests
Transformation Tests
Training Tests
include
parameterexlclude
parametersplit
parameterBeta Was this translation helpful? Give feedback.
All reactions