RNN Learner (Text)

Kendini Trenler Android Tekrarlayan Sinir Ağı (RNN)

** WARNING: THIS APP DRAINS BATTERY WHILE TRAINING. IT IS FOR DEMONSTRATION / EDUCATION PURPOSE ONLY. IF YOU WANT TO SAVE BATTERY, DO NOT START THE TRAINING.**

This app shows how to implement a simple Recurrent Neural Network (RNN). Here is how you can train this app to learn from a given text file and try to predict some output:

1. Click on Add New and select a text file.

2. It will show a pop up where you can modify the number of hidden layers you want for your training set.

3. Also you can select whether you want to build the vocabulary based on characters or words. (by characters: {A, B, C, 1, 2, 3,...} and by words: {Hello, World, How are, you, ...}

4. Simple add your training set and start training.

5. Click on "Predict" button to generate some output based on what it has learned so far.

If you want to know the technical functionality of the RNN or how to implement RNN, you can click on "Knowledge Base" in the app.

Suggestion: I know that mobile phone is not a good platform to get the best out of RNN. But you can get really good output quickly if you create the training sets using small text files. How fast your phone will train itself, depends on the processing speed of your phone.