timegan typo

Author: stefan-jansen

21_gans_for_synthetic_time_series/02_TimeGAN_TF2.ipynb

@@ -950,7 +950,7 @@
     "    with tf.GradientTape() as tape:\n",
     "        h = embedder(x)\n",
     "        h_hat_supervised = supervisor(h)\n",
-    "        g_loss_s = mse(h[:, 1:, :], h_hat_supervised[:, -1:, :])\n",
+    "        g_loss_s = mse(h[:, 1:, :], h_hat_supervised[:, :-1, :])\n",
     "\n",
     "    var_list = supervisor.trainable_variables\n",
     "    gradients = tape.gradient(g_loss_s, var_list)\n",