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README.md
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-# samples
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-TensorFX samples
+# TensorFX samples
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+This repository contains the latest set of samples demonstrating using TensorFX
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+to train and predict with TensorFlow models.
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+In order to run the samples, you'll need to install a few python libraries. The
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+recommendation is to use [Miniconda](https://conda.io/miniconda.html) for your
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+Python environment, and optionally use a conda virtual environment to isolate
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+installations. In your environment, run the following commands:
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+ pip install tensorflow
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+ pip install tensorfx
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+## Classification
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+* [Census](./census)
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