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automl

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autokeras
featuretools
gsheni
gsheni commented May 27, 2021
  • As a user of Featuretools, I wish there was a utility function in Featuretools, which given an EntitySet, which provide me with a list of valid/applicable primitives.
  • For an EntitySet with a single DataFrame, this should be possible by looking at the typing information
def get_valid_primitives(entityset, target_entity, max_depth=2, selected_primitives=None):
    """
       

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 Jun 10, 2021
  • 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
nidhaloff
nidhaloff commented May 27, 2021

Hello everyone,

First of all, I want to take a moment to thank all contributors and people who supported this project in any way ;) you are awesome!

Due to my actual schedule, I'm very busy and I will not find much time to work fully (100%) on my open-source projects in the meantime.

I would like this project to continue improving, so I would be accepting maintainer(s) that would help mo

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