Federated LSTM.ipynb contains the complete code of federated learning mechanism to predict the sentiment of given tweet.
👉 For this particular problem statement, I have used LSTM architecture. Basically this file contains the comparison between server based learning (normal training algorithm) and federated learning algorithm. For the both of the learning mechanism, I have used same LSTM architecture.
👉 I have also prepared a research paper regarding this topic and presented it in the international conference. If you want to read it then Click Here!