Surya Sathujoda's repositories
KernelAdaptiveFiltering-ML-Implementation
Online Kernel Adaptive Filtering Methods implemented in Python. Implementation of Kernel Least Mean Square, Kernel Maximum Correntropy and Quantized versions of both.
Graph-Convolutional-Network-With-PyTorch-Geometric
Implementation of the Graph Convolution Network algorithm introduced by Kipf et. al. in PyTorch Geometric. Trained and Test on the Cora dataset.
Protein-Protein-Interaction-Analysis-using-Graph-Attentional-Networks
Implementation of the Graph Attentional Network in PyTorch Geometric for Protein-Protein Interaction analysis (PPI dataset).
Black-Hole-Binary-Mass-Function
Data Analysis to determine whether the mass in a binary orbital system is a Black Hole from Astrophysical Data.
dotsfiles
dotfiles
House-Price-Analysis-using-Advanced-Regression
US House Price Data Analysis using Linear and Lasso Regression methods. Analysis performed in R using glmnet and plotmo packages.
Hubble-Constant-Calculation-Using-Astrophysical-Data
Calculation of the Hubble Constant and the age of the Universe using the Cepheid Luminosity relation from Astrophysical Data from the Hubble Space Telescope.
ML-Paper-Implementations
UNet paper implementation for Segmentation in PyTorch.
Probabilistic-Email-Spam-Classifier
Email Spam Filter using Naive Bayes Classifier implemented in MATLAB.