Install using anaconda

• Follow the steps from here
• Add PATH export PATH="/Users/username/anaconda/bin:$PATH"
• conda create -n tensorflow2 python=2.7
• source activate tensorflow2
• conda install -c conda-forge tensorflow
• conda install notebook ipykernel
• jupyter notebook
• Open new notebook, Choose Python 2 and try the below,

  import tensorflow as tf
  hello = tf.constant('Hello, TensorFlow!')
  sess = tf.Session()
  print(sess.run(hello))

Run tensorboard

• tensorboard --logdir=path/to/logs

• In Jupyter notes

  import tensorflow as tf
  summary = tf.summary.scalar("foo", 42.0)
  
  with tf.Session() as session:
      writer = tf.summary.FileWriter("path/to/logs", session.graph)
      summaries = session.run(summary)
      writer.add_summary(summaries, 1)
      writer.close()

• Navigate to `https://localhost:6006 to see the graph