Seshu Kumar Damarla
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.
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
mehr als ein Jahr vor | 3 Downloads |
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Naive-Bayes-classification
Gaussian Naive Bayes for multi-class classification
mehr als ein Jahr vor | 4 Downloads |
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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.
fast 2 Jahre vor | 2 Downloads |
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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...
fast 2 Jahre vor | 10 Downloads |
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Multilayer Perceptron Neural Network
MLP is trained with gradient descent algorithm.
fast 2 Jahre vor | 2 Downloads |
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k-nearest neighbors algorithm for classification
KNN for classification
fast 2 Jahre vor | 4 Downloads |
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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...
fast 2 Jahre vor | 10 Downloads |
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Wavelet Neural Network
This neural network can be used to build classification and regression models
mehr als 2 Jahre vor | 11 Downloads |
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Radial Basis Function Neural Network
Regression model, Soft Sensor
fast 3 Jahre vor | 4 Downloads |
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Extreme Learning Machine
This code is useful to develop regression models.
fast 3 Jahre vor | 7 Downloads |