## Welcome to Our Blog Page

Theory and Concepts

### What is the Delta Rule? (Part-2)

What We Have Learned So Far … So far, we have learned that the Delta rule guarantees to converge to

November 8, 2019
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Theory and Concepts

### What is the Delta Rule? (Part-1)

The Beauty that is the Delta Rule In general, there are 2 main ways to train an Artificial Neural Network

October 18, 2019
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Theory and Concepts

### The Perceptron Training Rule

The Perceptron Training Rule It is important to learn the training process of huge neural networks. However, we need to

September 30, 2019
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Public Talks

### ECML-PKDD-2019: Elliptical Basis Function Data Descriptor (EBFDD) for Anomaly Detection

ECML-PKDD-2019 on EBFDD networks for Anomaly Detection This paper introduces the Elliptical Basis Function Data Descriptor (EBFDD) network, a one-class

September 18, 2019
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Coding

### Train a Perceptron to Learn the AND Gate from Scratch in Python

What will you Learn in this Post? Neural Networks are function approximators. For example, in a supervised learning setting, given

July 20, 2019
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Algorithms

### Linear Regression from Scratch using Numpy

Hello friends and welcome to MLDawn! So what sometimes concerns me is the fact that magnificent packages such as PyTorch

July 8, 2019
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