math
Artificial Intelligence
Linear Discriminant Evaluation (LDA) Can Be So Easy How it really works — the maths behind it Exploring the plot Final remarks
An Interactive Visualisation for You to Experiment WithSo given the LDA boundary, we will make classifications. But how can we draw the boundary line using the LDA algorithm?The road divides the plot where the...
Artificial Intelligence
Kaiming He Initialization in Neural Networks — Math Proof Math Proof: Kaiming He Initialization III. Weight Distribution Conclusion
Deriving optimal initial variance of weight matrices in neural network layers with ReLU activation functionInitialization techniques are one in every of the prerequisites for successfully training a deep learning architecture. Traditionally, weight initialization methods...
Artificial Intelligence
Automating the maths for decision-making under uncertainty
One reason deep learning exploded over the past decade was the supply...
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