THE TRANSFORMER’S

Why Is Attention All You Need?

THE TRANSFORMER’S

How Does It Know Word Positions Without Recurrence?

Neural Machine Translation

How do we evaluate a machine translation with reference sentences?

Neural Machine Translation

How Greedy, Exhaustive, and Beam Search Algorithms Work

Natural Language Processing

How does an embedding layer solve the curse of dimensionality problem?

How LSTM Mitigated the Vanishing Gradients But Not the Exploding Gradients

Understanding RNN, Deeper RNN, Bidirectional RNN, and RNN Encoder-Decoder (Sequence-to-sequence, aka seq2seq)

Eigen Decomposition, SVD, and Pseudo-inverse Matrix

Machine Intelligence Enthusiast | Tech Writer | C++, Python, R | https://twitter.com/naokishibuya

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