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CMU Neural Nets for NLP 2021 (3): Building A Neural Network Toolkit for NLP, minnn
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This lecture (by Graham Neubig) for CMU CS 11-747, Neural Networks for NLP (Spring 2021) covers how to implement a minimal neural network toolkit for NLP, with examples of:
* Model definition
* Graph creation and forward calculation
* Backward calculation
* Parameter update
* Model definition
* Graph creation and forward calculation
* Backward calculation
* Parameter update