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The mathematical definition of the Softmax activation function is with the derivative defined as The Softmax function and its derivative for a batch…
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The mathematical definition of the Sigmoid activation function is and its derivative is The Sigmoid function and its derivative for a batch of…
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The mathematical definition of the ReLU activation function is and its derivative is defined as The ReLU function and its derivative for a…
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Today I wrote a code that calculates the Fourier Coefficients. In case you don’t know what a Fourier Series is, then, basically it…
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While working on Fourier Series or some other Mathematical Problem, you might sometime have to work with Periodic Functions. Periodic Functions are those…
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One can estimate the value of Pi using Monte Carlo technique. The procedure is really intuitive and based on probabilities and random number…
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In this post you will find a simple Python program that finds the root of a function using the Bisection Method as well…
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YouTube video explaining the analytical solution POWERPOINT PRESENTATION DOWNLOAD LINK Problem Alice (starts from lower left corner) will walk north(up) or east(right) with…
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Based on a lot of useful references especially (https://gist.github.com/neale/e32b1f16a43bfdc0608f45a504df5a84) here I share my code to plot the animated trajectory of a particle (in…
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If you ever want to plot some trajectory of particles then a 3D plot can be particularly useful. The following is a very…
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