Pinned Loading

1. cnn_schrodinger cnn_schrodinger Public

   Apply a deep-learning method (more specifically a convolutional neural network model) to deal with the Schrodinger equation in quantum mechanics. Tensorflow and Numpy are used.

   Python 3

2. Matlab_HPC Matlab_HPC Public

   Three tutorials for Matlab: 1. Introduction to Matlab, 2. Matlab for high performance computing, 3. Matlab Parallel Computing Toolbox. I teach these tutorials at Boston University.

   MATLAB

3. sml sml Public

   Examples of statistical machine learning: Linear Discriminant Analysis, Quadratic Discriminant Analysis, Basis Method, Smoothing Splines, Bayesian Method, Bootstrapping, Cross Validation, Regressio…

   Jupyter Notebook

4. tdse_basis tdse_basis Public

   Solve Time-dependent Schrodinger Equation (TDSE) using a numerical basis in Hilbert Space. MPI and PETSc libraries are used.

   C++

5. Option_Pricing_Models Option_Pricing_Models Public

   Comparison of Option Pricing Models: Black Scholes Formula (analytical), Binomial Model (numerical) and Monte Carlo Model (numerical).

   C++ 1

6. cuda_examples cuda_examples Public

   CUDA programs for matrix multiplication, prefix sum of an array, 2D convolution, vector addition on multiple GPUs, and a convolutional layer with CUDNN implementation.

   Cuda