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ag-tcm
ag-tcm commented Nov 10, 2020

What is the problem?

Using tune.suggest.Repeater does not work when trying to resume a search and leads to an error like this upon resume:

2020-11-10 11:36:11,185 ERROR repeater.py:159 -- Trial 20f0571e not in group; cannot report score. Seen trials: ['04662968']
2020-11-10 11:36:11,186 ERROR trial_runner.py:794 -- Trial easy_objective_20f0571e: Error processing event.
Traceback (
nni
featuretools
CJStadler
CJStadler commented Jul 23, 2019

For example, if there is a relationship transaction.session_id -> sessions.id and we are calculating a feature transactions: sessions.SUM(transactions.value) any rows for which there is no corresponding session should be given the default value of 0 instead of NaN.

Of course this should not normally occur, but when it does it seems more reasonable to use the default_value.

`DirectF

Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

  • Updated Nov 13, 2020
  • Jupyter Notebook
jankrynauw
jankrynauw commented Jun 6, 2019

We would like to forward a particular 'key' column which is part of the features to appear alongside the predictions - this is to be able to identify to which set of features a particular prediction belongs to. Here is an example of predictions output using the tensorflow.contrib.estimator.multi_class_head:

{"classes": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9"],
 "scores": [0.068196
igel
evelynmitchell
evelynmitchell commented Oct 9, 2020

https://igel.readthedocs.io/en/latest/_sources/readme.rst.txt includes a link to the assets/igel-help.gif, but that path is broken on readthedocs.

readme.rst is included as ../readme.rst in the sphinx build.
The gifs are in asses/igel-help.gif

The sphinx build needs to point to the asset directory, absolutely:

.. image:: /assets/igel-help.gif

I haven't made a patch, because I haven't

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