Java Numerical Ordinary Differential Equation Solver

A truly cute QML toolkit for cross-platform application development

This program uses Bairstow’s method to find the real and complex roots of a polyomial with real coefficients.

Optimal Convergence Rate in Deep Neural Networks using HJB equation

Experiments testing variants of Value and Policy iterations.

Ultimate Ansible Bootcamp by School of Devops

A utility to help assign a set of colors to unique resources.

Symbolic code (using symbolic computation toolbox of matlab) for verifying the analytical convergence rate for the proximal gradient method of the preprint "Exact worst-case convergence rates of the proximal gradient method for composite convex minimization"

A five-course specialization covering the foundations of Deep Learning, from building CNNs, RNNs & LSTMs to choosing model configurations & paramaters like Adam, Dropout, BatchNorm, Xavier/He initialization, and others.

Numerical analysis in standard Python including Bisection method and Newton-Raphson, then SymPy integration for generalization and convergence test.

Powell's example of cyclic non-convergence in coordinate descent with exact minimization

The code associated with out Textarea Tutorial

Code for ICML2019 Paper "On the Convergence and Robustness of Adversarial Training"

All BigTest development has moved to https://github.com/thefrontside/bigtest

As part of this project, I have developed algorithms from scratch using Gradient Descent method. The first algorithm developed will be used to predict the average GPU Run Time and the second algorithm will be used to classify a GPU run process as high or low time consuming process.

Gossip protocol implementation in F#

Personal notes for modern optimization methods course (University of Edinburgh 2017-1)