message: Adding HTTPS to link so a GIF displays properly.
diff: "id": "ITZuApL56Mny"
  },
  "source": [
  - "![evolution of output during training](tensorflow.org/images/autoencoders/cvae.gif)\n",
  + "![evolution of output during training](https://tensorflow.org/images/autoencoders/cvae.gif)\n",
  "\n",
  "This notebook demonstrates how to generate images of handwritten digits using [tf.keras](https://www.tensorflow.org/programmers_guide/keras) and [eager execution](https://www.tensorflow.org/programmers_guide/eager) by training a Variational Autoencoder. (VAE, [[1]](https://arxiv.org/abs/1312.6114), [[2]](https://arxiv.org/abs/1401.4082)).\n",
  "\n"
  