Seshu Kumar Damarla

Last seen: 2 mois il y a | Actif depuis 2021

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I am a postdoctoral fellow in Chemical and Materials Engineering at University of Alberta. I work with machine learning and statistical learning algorithms to address problems such as soft sensor and valve stiction in process systems engineering.

Programming Languages:
MATLAB, Fortran
Spoken Languages:
English, Telugu
Professional Interests:
Modeling and Prediction, AI for Signals and Images, Oil, Gas & Petrochemical

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Linear_Discriminant_Analysis_Classifier
Linear Discriminant Analysis for Multi-class Classificaiton

presque 2 ans il y a | 1 téléchargement |

A soumis

Naive-Bayes-classification
Gaussian Naive Bayes for multi-class classification

presque 2 ans il y a | 4 téléchargements |

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Gradient Descent with Momentum algorithm for Neural Networks
Training Algorithm for Neural Networks. Please note that the code is written in Python. It cannot run on Matlab.

presque 2 ans il y a | 2 téléchargements |

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Adam Optimization Algorithm for Machine and Deep Learning
Adam is an optimization algorithm that can be used instead of the classical stochastic gradient descent procedure to update netw...

presque 2 ans il y a | 4 téléchargements |

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Multilayer Perceptron Neural Network
MLP is trained with gradient descent algorithm.

presque 2 ans il y a | 2 téléchargements |

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k-nearest neighbors algorithm for classification
KNN for classification

presque 2 ans il y a | 4 téléchargements |

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General Regression Neural Network
General Regression Neural Network is a variant of radial basis function neural network and used for nonlinear function approxima...

presque 2 ans il y a | 11 téléchargements |