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This project processes the Iris Dataset from a CSV file into a model. I had used several examples online and found few that were using the new TensorFlow Estimator all the way from CSV file into a saved Model. I decided to combine what I had learned from each into a simple example focusing on processing and converting data, loading into a DNN Cl…

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contractorwolf/tensorflow-irisdataset

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TensorFlow Estimators with the Iris Dataset

This project processes the Iris Dataset from a CSV file into a model. I had used several examples online and found few that were using the new TensorFlow Estimator all the way from CSV file into a saved Model. I decided to combine what I had learned from each into a simple example focusing on processing and converting data, loading into a DNN Classifier, and saving and testing the model.

Jupyter Notebook:

https://github.com/contractorwolf/tensorflow-irisdataset/blob/master/Iris-Estimator-Tensorflow-Basics.ipynb

Running in Colab:

https://colab.research.google.com/drive/1v04vdZ8H5xCyBG3ALIoAl9sw8MczG6Cb

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This project processes the Iris Dataset from a CSV file into a model. I had used several examples online and found few that were using the new TensorFlow Estimator all the way from CSV file into a saved Model. I decided to combine what I had learned from each into a simple example focusing on processing and converting data, loading into a DNN Cl…

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