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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 No Comments
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 1 Comment
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 2 Comments
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 No Comments
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 No Comments
Public Talks
Birth of Error Functions in Artificial Neural Networks
This talk was delivered in PyData meetup. This was an amazing meetup with great talks and ideas being discussed!
June 30, 2019 No Comments