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A few maybe useful resources to share. Interesting paper!
- CSVW: CSV on the Web
https://wrdrd.github.io/docs/consulting/knowledge-engineering#csvw
> Homepage: https://w3c.github.io/csvw/
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### CumMean and CumSum can fail on all null columns
The `CumMean` and `CumSum` primitives can fail during calculate feature matrix if a numeric column with all `pd.NA` values is present. The failure …
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Is it possible to add smarter variable type inference to detect all the different variable types that Featuretools supports like PhoneNumber, ZipCode etc. using regex or other rules?
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It appears that there's a bit of dependency hell going on with the fixed selection of packages. It appears it may be upstream dependencies.
```
dronekit-sitl 3.2.0 has requirement psutil>=3.0, bu…
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Context: https://github.com/src-d/style-analyzer/issues/595#issuecomment-466353578
Things we want to try:
- [ ] preselect features by hands
- [ ] add Feature selection to GridSearch
- [ ] [featu…
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How do I rectify this in Google Colab?
The notebook server will temporarily stop sending output to the client in order to avoid crashing it.
To change this limit, set the config variable
`--Noteb…
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Reproducible example:
```python
import pandas as pd
import featuretools as ft
from featuretools.variable_types import IPAddress
from autonormalize import autonormalize as an
input_df = pd.Da…
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Hey,
in the notebook, when using:
clf.fit(X, y)
top_features = utils.feature_importances(clf, features_encoded, n=20)
we introduce data leakage, since we select the features on the …
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I am using official prediction of customer churn example from [here](https://github.com/Featuretools/predict-customer-churn/blob/main/churn/3.%20Feature%20Engineering.ipynb)
For quick experimentati…
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- As a user, I wish Woodwork would show a graph of relationships between LogicalTypes, much like the `graph_variable_types` function in Featuretools does. This function should also include any user-de…