automl-gs
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minimaxir
Provide an input CSV and a target field to predict, generate a model + code to run it.
Wanted to try automl_gs, but I get this error and can't figure out why. File "C:\Users\XXX\automl_train\model.py", line 3, in from pipeline import * File "C:\Users\XXX\automl_train\pipeline.py", line 29 0_enc = df['0']...
When I try to run the jupyter notebook that you provided on the link https://github.com/minimaxir/automl-gs/blob/master/docs/automl_gs_tutorial.ipynb I'm getting FileNotFoundError. Also, when I tried with a local csv file, I got the...
Input: ``` from automl_gs import automl_grid_search automl_grid_search("data.csv", "diagnosis") ``` Output: ``` Solving a binary_classification problem, maximizing accuracy using tensorflow. Modeling with field specifications: id: ignore radius_mean: numeric texture_mean: numeric perimeter_mean:...
The stock Google Colab link in the README.md isn't working correctly. I added a line to download the titanic.csv, then hit run all. Full stack trace below: ``` Solving a...
Trying out automl_gs in a new conda env using the titanic dataset. After each iteration I get the error: ValueError: Parent directory of model_weights.hdf5 doesn't exist, can't save. Same behavior...
Hello - I have successfully trained my model using my training dataset. Now, when I go to predict, using this command: `python model.py -d ../testing_imputed.csv -m predict` I get this...
Hello, what is the format of the predicted data set data.csv? Is it tensorflow by default
When will compatibility with TensorFlow 2 be added, if ever?
From pandas version >= 0.23 you have to specify 'duplicates' kwarg to drop duplicates in 'bins' array. Otherwise, it will throw an error. https://pandas.pydata.org/pandas-docs/version/0.23.4/generated/pandas.cut.html
Is there any way to use a tool like `automl-gs` for bin-packing problems? I've seen a way to model it as linear optimization where you do a cross join of...
