Gaussian processes in TensorFlow

This repository contains the codes of mathematical and statistical methods like Interpolation, Guass Jacobi, Guass Jordan, etc. that I coded in C as a part of course MA403 Probability, Statistics, and Numerical Analysis.

Finding the best solution for geometry of electrical devices based on defined target for frequency responses

Gaussian Process implemented in C#

Image Processing and Video Analysing using OpenCV

NTU-IM 5044

Code and associated data relating to Kowalski, MacGregor, Long, Bell, and Cronin, "Automated Library Generation and Serendipity Quantification enables Diverse Discovery in Coordination Chemistry", JACS, 2022

An efficient C/C++ implementation for solving N equations with N unknowns with the help of Gaussian elimination.

Figures in PRML by Bishop recreated using PyTorch

Implementation of Guassion Process (GP) for regreesion with the exponential-quadratic kernel function.

Compared different classification and regreesion models performance in scikit-learn by applying them on 20 datasets from UCL website.

Jupyter Notebooks Tutorials on Gaussian Processes

The Wasserstein Distance and Optimal Transport Map of Gaussian Processes

Forecast stock prices using machine learning approach. A time series analysis. Employ the Use of Predictive Modeling in Machine Learning to Forecast Stock Return. Approach Used by Hedge Funds to Select Tradeable Stocks