train

Train

Build and train the recurrent neural network (RNN) using the machine learning framework TensorFlow. The RNN is character based, in order to stimulate neologisms - just like covfefe 😋.

Used TensorFlow features / libraries

• Keras, the Python deep learning API on top of TensorFlow
• tf.data, to build custom input pipelines
• TensorFlow Lite for fast inference
• seaborn, the Python visualization library

Data

All @realDonaldTrump tweets can be downloaded at trumptwitterarchive.com.

Jupyter Notebook

The respective Jupyter notebook with documentation can be found in

src/train-covfefe-flow.ipynb.