chrundle
Staff Computational Scientist in CASC @LLNL. Focusing on Approximate Computing, Machine Learning, and Numerical Optimization.
Lawrence Livermore National Laboratory, @LLNLSan Francisco, CA
Pinned Repositories
binary-search
C++ implementation of binary search for sorted array.
biprop
Identify a binary weight or binary weight and activation subnetwork within a randomly initialized network by only pruning and binarizing the network.
cython-demo
Small sample problem for calling C function with user defined struct from python using Cython
Diffenderfer2021Winning_robustbench
Addition of models from Winning Hand paper to Robustbench
gram-schmidt
C++ implementation of Modified Gram-Schmidt orthogonalization procedure
householder-QR
C++ implementation of Householder QR Factorization
keywordcounter
Program for determining most popular keywords used in a search engine. Requires use of Fibonacci heap and hash table.
python-SuiteOPT
Python interface for optimization software suite SuiteOPT (Note: Requires SuiteOPT and SuiteSparse source code to build dynamic libraries)
Solver-in-the-Loop
Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers
RobustNets
RobustNets benchmark models and code
chrundle's Repositories
chrundle/biprop
Identify a binary weight or binary weight and activation subnetwork within a randomly initialized network by only pruning and binarizing the network.
chrundle/householder-QR
C++ implementation of Householder QR Factorization
chrundle/gram-schmidt
C++ implementation of Modified Gram-Schmidt orthogonalization procedure
chrundle/binary-search
C++ implementation of binary search for sorted array.
chrundle/cython-demo
Small sample problem for calling C function with user defined struct from python using Cython
chrundle/Diffenderfer2021Winning_robustbench
Addition of models from Winning Hand paper to Robustbench
chrundle/keywordcounter
Program for determining most popular keywords used in a search engine. Requires use of Fibonacci heap and hash table.
chrundle/Solver-in-the-Loop
Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers
chrundle/TDA-Skin-Cancer-Classification-Project
Topological Data Analysis Project on Classifying Images of Skin Cancer
chrundle/weighted-sum
Small example for numerical analysis
chrundle/campaigning-after-redistricting
Model congressional campaign outcomes using neural network with Keras with TensorFlow. Then use campaign outcome model in a two-stage stochastic program model with recourse to examine how redistricting and funding a political campaign affect the outcome of a two-party congressional election.
chrundle/python-SuiteOPT
Python interface for optimization software suite SuiteOPT (Note: Requires SuiteOPT and SuiteSparse source code to build dynamic libraries)
chrundle/binary-tree-breadth-first-search
C++ implementation of breadth first search for binary trees.
chrundle/cholesky-factorization
C++ implementation of Cholesky factorization
chrundle/ctypes-demo
Small sample problem for calling C function with user defined struct from python
chrundle/Docker-SuiteOPT
Docker container for running SuiteOPT with Python
chrundle/gaussian-elimination
C++ implementation of LU Factorization with partial pivoting
chrundle/hello-world
My first repository
chrundle/hessenberg-form
C++ implementation of Householder Reduction to Hessenberg Form
chrundle/insertion-sort
C++ implementation of insertion sort for arrays
chrundle/merge-sort
C++ implementation of merge sort for arrays
chrundle/midpoint
C implementation of Midpoint method for computing root of continuous function
chrundle/min-heap-arrays
Implementation of min heap whose elements are one dimensional arrays containing two elements. The elements are sorted in the min heap by the first entry in each array.
chrundle/newton
C++ Implementation of Newton's Method (using Python to plot results)
chrundle/numerical-analysis
Various programming assignments from numerical analysis class
chrundle/stochopt-hw6
Implementation of Kelley's Algorithm using Python
chrundle/Topological-Data-Analysis
Lab assignments and project from course on Topological Data Analysis