Tolkien character or prescription drug name? Classification using character-level Long Short-Term Memory (LSTM) neural networks

• tolkien-char-prescription-drug

  1 0 3.2 Jupyter Notebook

  Bilbo, Silenor, Avandaryl, Nardil, Cymbalta. Only one of those is actually a Tolkien character. Could we solve this problem using artificial neural networks?

So, here we covered how to work with character embeddings and build a simple LSTM model capable of telling apart Tolkien character names from prescription drug names. Full code, including requirements, dataset, a Jupyter Notebook code version, and a script version, can be found at my GitHub repo.

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