Sequence To Sequence

concepts · 3 notes linked

Related: Facebook AI · Wolfram · Symbolic Mathematics · Neural Networks · Synced · Attention Mechanisms · Neural Machine Translation · Keras

Notes

• A Brief Overview of Attention Mechanism — Encoder-decoder attention as context vector over all hidden states
• A ten-minute introduction to sequence-to-sequence learning in Keras — Keras LSTM encoder-decoder implementation for sequence-to-sequence translation
• Symbolic Mathematics Finally Yields to Neural Networks — Facebook AI neural network solves symbolic integrals and ODEs via sequence translation