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Supervised Recurrent Networks and the GRU to Vanishing Gradients
A deep dive into how Recurrent Neural Networks handle sequential data
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EM Algorithm for Gaussian Mixture Models
Implementing GMM from scratch reminded me of the mathematical elegance behind classical statistical models — and why EM algorithm is an optimization masterpiece.