Update Readme.md

Author: purvasingh96

Chapter-wise notes/Readme.md

@@ -12,6 +12,6 @@ Table of Contents
 * [Convolution Neural Networks](https://github.com/purvasingh96/Deep-learning-with-neural-networks/blob/master/Notes/Ch_8_Convolutional_Neural_Networks/Readme.md)
 * [Recurrent Neural Networks](https://github.com/purvasingh96/Deep-learning-with-neural-networks/tree/master/Chapter-wise%20notes/Ch_9_Recurrent_Neural_Networks)
   * [Modern RNNs](https://github.com/purvasingh96/Deep-learning-with-neural-networks/tree/master/Chapter-wise%20notes/Ch_9_Recurrent_Neural_Networks)
-   * [LSTMs](https://github.com/purvasingh96/Deep-learning-with-neural-networks/blob/master/Chapter-wise%20notes/Ch_9_Recurrent_Neural_Networks/LSTM.md)
-   * [Encoder Decoder Architecture]
+    * [LSTMs](https://github.com/purvasingh96/Deep-learning-with-neural-networks/blob/master/Chapter-wise%20notes/Ch_9_Recurrent_Neural_Networks/LSTM.md)
+    * [Encoder Decoder Architecture]