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automl

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YarShev
YarShev commented Jan 29, 2021

Describe your feature request

Hi guys,

It would be awesome to add API that has same output as ray memory command.
Also, it would be good to add some additional output info for ray.objects(). For example, node IP, IDs of objects which are created in in-process stores, IDs of objects from remote calls (when remote calls are still being executed).

Thanks in advance!

autokeras

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

  • Updated Feb 3, 2021
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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
briandesilva
briandesilva commented Jan 20, 2021

Issue

I am getting a segmentation fault when running the following import statement

from autogluon.tabular import TabularPrediction

and segmentation fault: 11 when running

from autogluon.text import TextPrediction

I am using a recent branch of autogluon, installed in a clean virtual environment: autogluon version 0.0.16b20210120

Environment

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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