taop-ai

TF/Keras ML code for https://theartofpour.com

Thank you to everyone who attended my talk at this year's HomebrewCon.

I'll be working over the next few days on getting any remaining code/data deployed, as well as setting licenses and documentation.

Case in point, this README.

Cheers!

The trained models can be found as .h5 files in the taop-api /models

• python 1-sql_to_pickle.py to query and convert data to pickle format

• python 2-pickle_to_one_hot.py to convert data to one-hot format

• python 3-train_model.py to train the TF model

• python test.py | python test_individual.py | python test_specific.py for specific testing runs

todo

• Dynamic input dimensions
• Compile TF to match server hw