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feature-engineering
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Is your feature request related to a problem? Please describe.
I have a framework that handles the offline store. It creates the tables, indexes, reads data from different data sources, does some transformations, and then inserts into the offline store. As a part of this, I can construct the entities, feature views, feature services, etc, a instance of the ParsedRepo class for Feast. What I n
It consists of two tasks
- proofreading the Chinese version doc
docs/cn/data_import.md - translating this Chinese version to English, and named as
docs/en/data_import.md
Problem
Some of our transformers & estimators are not thoroughly tested or not tested at all.
Solution
Use OpTransformerSpec and OpEstimatorSpec base test specs to provide tests for all existing transformers & estimators.
This issue has been coming up when I use,
automl.predict_proba(input)
I am using the requirements.txt in venv. Shouldn't input have feature names?
This message did not used to come up and I don't know why.
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The transformer should create computations over windows of past values of the features, and populate them at time t, t being the time of the forecast.
It uses pandas rolling, outputs several comptutations, mean, max, std, etc, and pandas shift to move the computations to the right row.
tmp = (data[variables]
.rolling(window='3H').mean() # Average the last 3 hr values.
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Just reviewing the docs and found this under the AutoML User Guide:
We should figure out a way to deal with this kind of thing. I think a couple of options here are:
- Modifying the cell to only show the first few keys or so of the output.
- Modifying the output cell so that
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