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Seshu Kumar Damarla


University of Alberta

Last seen: 18 días ago Active since 2021

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, Machine Learning and Deep Learning, Detect and Predict Faults, Oil, Gas & Petrochemical

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  • GitHub Submissions Level 3
  • Personal Best Downloads Level 2
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Submitted


Linear_Discriminant_Analysis_Classifier
Linear Discriminant Analysis for Multi-class Classificaiton

alrededor de 1 mes ago | 9 downloads |

Submitted


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

alrededor de 1 mes ago | 9 downloads |

Submitted


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.

alrededor de 2 meses ago | 2 downloads |

Submitted


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...

alrededor de 2 meses ago | 8 downloads |

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

alrededor de 2 meses ago | 6 downloads |

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Submitted


k-nearest neighbors algorithm for classification
KNN for classification

alrededor de 2 meses ago | 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...

alrededor de 2 meses ago | 11 downloads |

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Wavelet Neural Network
This neural network can be used to build classification and regression models

11 meses ago | 14 downloads |

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Radial Basis Function Neural Network
Regression model, Soft Sensor

alrededor de 1 año ago | 15 downloads |

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Extreme Learning Machine
This code is useful to develop regression models.

alrededor de 1 año ago | 13 downloads |

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