Pinned

1. heat-diffusion-equation

   Finite-Difference Approximations to the Heat Equation. Implementation of schemes: Forward Time, Centered Space; Backward Time, Centered Space; Crank-Nicolson.

   Jupyter Notebook 10

2. lorenz-attractor

   Evaluating the Lorenz Attractor using Runge-Kutta, Predictor-Corrector and Euler methods.

   Jupyter Notebook 2 1

3. simplex-method

   The Simplex method is an approach to solving linear programming models by hand using slack variables, tableaus, and pivot variables as a means to finding the optimal solution of an optimization pro…

   Python 1

4. machine-learning-college-projects

   Machine Learning college projects. Project I: Statistical Learning application. Project II: Deep Learning application using CNNs. Final Project: Biological Sequence Analysis using Profile HMM.

   Jupyter Notebook 1

5. machine-learning-studies

   Machine Learning studies. Current approaches: Data processing, model training, evaluation performance and parameter adjustment for better performance.

   Jupyter Notebook 2

6. opencv-with-flask-and-react

   Frontend application created using react, for a video stream using OpenCV and a Flask web server.

   JavaScript