From 59ed47cf9e9af92b7d8c73c69e475e71e815d67d Mon Sep 17 00:00:00 2001
From: Gowri Shankar <shankar.chari@gmail.com>
Date: Thu, 5 Oct 2017 01:47:57 +0530
Subject: [PATCH] Errors in RNN forwardProp method fixed

---
 LSTM Demo.ipynb | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/LSTM Demo.ipynb b/LSTM Demo.ipynb
index 6f131c4..a5d87ad 100644
--- a/LSTM Demo.ipynb	
+++ b/LSTM Demo.ipynb	
@@ -161,9 +161,9 @@
     "    \n",
     "    #lets apply a series of matrix operations to our input (curr word) to compute a predicted output (next word)\n",
     "    def forwardProp(self):\n",
-    "        for i range(1, self.rl+1):\n",
+    "        for i in range(1, self.rl+1):\n",
     "            self.LSTM.x = np.hstack((self.ha[i-1], self.x))\n",
-    "            cs, hs, f, c, o = self.LSTM.forwardProp()\n",
+    "            cs, hs, f, inp, c, o = self.LSTM.forwardProp()\n",
     "            #store computed cell state\n",
     "            self.ca[i] = cs\n",
     "            self.ha[i] = hs\n",
@@ -171,7 +171,7 @@
     "            self.ai[i] = inp\n",
     "            self.ac[i] = c\n",
     "            self.ao[i] = o\n",
-    "            self.oa[i] self.sigmoid(np.dot(self.w, hs))\n",
+    "            self.oa[i] = self.sigmoid(np.dot(self.w, hs))\n",
     "            self.x = self.eo[i-1]\n",
     "        return self.oa\n",
     "   \n",