One nice feature is that TensorFlow includes TensorBoard, a bundle of visualization tools (e.g. model visualizer and various charts). You can see an example here: https://www.tensorflow.org/tensorboard (try clicking around the tabs on the top).

(Disclaimer: I work on TensorBoard)