Jupyter Notebook with nteract, Node.js, Tensorflow.js (aka How fun it is)
Please download the latest nteract desktop application for your platform from here
Then in a shell execute the following commands in this order to install all packages needed
git clone https://github.com/loretoparisi/jupyter-tensorflow-nodejs-examples.git
cd jupyter-tensorflow-nodejs-examples/
npm install
Launch nteract and open the HelloWorldTensorflowNteract.ipynb example. Now you can just run all cells from Cell > Run All or you can run a Cell one by one using the Play button.
Have a look at the Cell and the Tensorflow runnable code.
Just go through the Cell to train() function and press Play to start training your LSTM model.
Enjoy!