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activation-functions

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This is the recent work of my on the importance and application of mathematical function around its Hilbert function theory on artificial intelligence algorithms. The main motivation was the desire of improving the convergence rate and learning rate of various learning algorithms via Generalized Gaussian Radial Basis Function.

  • Updated Mar 13, 2024
  • MATLAB

This project involves building an Artificial Neural Network (ANN) for predicting customer churn. The dataset used contains various customer attributes, and the ANN is trained to predict whether a customer is likely to leave the bank.

  • Updated Feb 20, 2024
  • Jupyter Notebook

This project provides an interactive dashboard for analyzing the different activation function in neural networks. LeviLayer is a novel activation function that has shown promising results in various deep learning tasks. With this dashboard, users can explore the behavior of LeviLayer and compare it with other popular activation functions.

  • Updated Feb 10, 2024
  • Python

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