Commit 97ae17df authored by Saad Jbabdi's avatar Saad Jbabdi
Browse files

slight modif

parent 484fae85
......@@ -334,9 +334,14 @@
"\n",
"It's pretty bad. \n",
"\n",
"Maybe we can make it better with an additional trick: tell it about the classes!\n",
"\n",
"Exercise: Try to add an extra cost function to the VAE that optimises classification accuracy. Play with the weights of the different cost functions.\n",
"Exercises: \n",
"\n",
"- Try to add an extra cost function to the VAE that optimises classification accuracy. \n",
"\n",
"- Replace the dense layers with convolutional layers.\n",
"\n",
"- Sparse autoencoder: add an activity regulariser to some of the encoding layers to get a sparse lowdim embedding (e.g. activity_regularizer=regularizers.l1(10e-5))\n",
"\n"
]
},
......
Markdown is supported
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment