Neural Networks I: First Network from Scratch
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We describe the framework of neural networks and build an example from scratch using NumPy.
Blog
Accelerating Convergence of Newton’s Method for Degenerate Functions
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We explore the application of Newton’s method when solving the Butler-Volmer equation, and ways to reduce the number of iterations taken by the solver.
An Introduction to Kalman Filters Using the Heat Equation
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We present a basic application of Kalman filters in measuring the temperature of a heating object.