## Efficient implementation of Tanh activation function and its Derivative (gradient) in Python

The mathematical definition of the Tanh activation function is and its derivative is defined as The Tanh function and its derivative for a…

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## Efficient implementation of Tanh activation function and its Derivative (gradient) in Python

## Efficient implementation of Softplus activation function and its Derivative (gradient) in Python

## Efficient implementation of Softmax activation function and its Derivative (jacobian) in Python

## Efficient implementation of Sigmoid activation function and its Derivative (gradient) in Python

## Efficient implementation of ReLU activation function and its Derivative (gradient) in Python

## Fourier series Coefficients and Visualization [ Python Program ]

## Periodic Functions [PYTHON PROGRAM]

## Value of Pi using Monte Carlo – PYTHON PROGRAM

## Bisection Method – PYTHON CODE and ANIMATION

## Random Walkers walking on a 2D grid

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The mathematical definition of the Tanh activation function is and its derivative is defined as The Tanh function and its derivative for a…

Read MoreThe mathematical definition of the Softplus activation function is with the derivative defined as , which is actually the Sigmoid function. We have…

Read MoreThe mathematical definition of the Softmax activation function is with the derivative defined as The Softmax function and its derivative for a batch…

Read MoreThe mathematical definition of the Sigmoid activation function is and its derivative is The Sigmoid function and its derivative for a batch of…

Read MoreThe mathematical definition of the ReLU activation function is and its derivative is defined as The ReLU function and its derivative for a…

Read MoreToday I wrote a code that calculates the Fourier Coefficients. In case you don’t know what a Fourier Series is, then, basically it…

Read MoreWhile working on Fourier Series or some other Mathematical Problem, you might sometime have to work with Periodic Functions. Periodic Functions are those…

Read MoreOne can estimate the value of Pi using Monte Carlo technique. The procedure is really intuitive and based on probabilities and random number…

Read MoreIn this post you will find a simple Python program that finds the root of a function using the Bisection Method as well…

Read MoreYouTube 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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