The iris data set is described in more detail in Working with Data Sources in Getting Started with TensorFlow. We will load this data, and do a simple binary classifier to predict whether a flower is a species Iris setosa or not. To be clear, this dataset has three classes of species, but we will only predict whether it is a single species (I. setosa) or not, giving us a binary classifier. We will start by loading the libraries and data, then transform the target accordingly.
Source: TensorFlow Machine Learning Cookbook
import matplotlib.pyplot as plt
import numpy as np
from sklearn import datasets
import tensorflow as tf
sess = tf.Session()
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