Merge pull request yandexdataschool#67 from NickVeld/patch-21

justheuristic · web-flow · commit 51fe4049d790 · 2020-03-24T02:18:49.000+03:00
week9:adversarial_pytorch typo fixes
diff --git a/week09_adversarial/adversarial_pytorch.ipynb b/week09_adversarial/adversarial_pytorch.ipynb
@@ -8,7 +8,7 @@
     "<img src=\"https://www.strangerdimensions.com/wp-content/uploads/2013/11/reception-robot.jpg\" width=320>\n",
     "This time we'll train a neural net to generate plausible human faces in all their subtlty: appearance, expression, accessories, etc. 'Cuz when us machines gonna take over Earth, there won't be any more faces left. We want to preserve this data for future iterations. Yikes...\n",
     "\n",
-    "Based on Based on https://github.com/Lasagne/Recipes/pull/94 .\n"
+    "Based on https://github.com/Lasagne/Recipes/pull/94 .\n"
    ]
   },
   {
@@ -305,7 +305,7 @@
     "    disc_on_fake_data = <discriminator's prediction on generated data>\n",
     "    \n",
     "    logp_real_is_real = F.logsigmoid(disc_on_real_data)\n",
-    "    logp_gen_is_fake = F.logsigmoid(- logp_gen_is_fake)\n",
+    "    logp_gen_is_fake = <impact of generated data on loss> \n",
     "    \n",
     "    loss = <discriminator loss>\n",
     "    return loss"
