Community Profile

photo

Seshu Kumar Damarla


Last seen: 17 giorni fa Attivo dal 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, AI for Signals and Images, Oil, Gas & Petrochemical

Statistiche

  • GitHub Submissions Level 3
  • Personal Best Downloads Level 2
  • First Submission

Visualizza badge

Content Feed

Visto da

Inviato


Linear_Discriminant_Analysis_Classifier
Linear Discriminant Analysis for Multi-class Classificaiton

oltre un anno fa | 2 download |

Inviato


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

oltre un anno fa | 1 download |

Inviato


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.

oltre un anno fa | 2 download |

Inviato


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...

oltre un anno fa | 7 download |

Thumbnail

Inviato


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

oltre un anno fa | 4 download |

Thumbnail

Inviato


k-nearest neighbors algorithm for classification
KNN for classification

oltre un anno fa | 2 download |

Thumbnail

Inviato


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

oltre un anno fa | 3 download |

Thumbnail

Inviato


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

oltre 2 anni fa | 8 download |

Thumbnail

Inviato


Radial Basis Function Neural Network
Regression model, Soft Sensor

oltre 2 anni fa | 4 download |

Inviato


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

quasi 3 anni fa | 4 download |

Thumbnail