rdspring1
A PhD graduate researching Machine Learning, Locality-Sensitive Hashing, and Deep Learning Compilers.
Rice University; @RUSH-LAB ; @NvidiaSanta Clara
Pinned Repositories
Fuser
A Fusion Code Generator for NVIDIA GPUs (commonly known as "nvFuser")
comp450-planning_under_uncertainty
Motion planning for a steerable needle under action uncertainty
comp450-Reachability-Guided-RRT
Use dynamic constraints to sample plausible states for RRT algorithm, improving robot motion planning
Count-Sketch-Optimizers
A compressed adaptive optimizer for training large-scale deep learning models using PyTorch
lightning-thunder
Source to source compiler for PyTorch. It makes PyTorch programs faster on single accelerators and distributed.
LSH-Mutual-Information
Use LSH Sampling for Mutual Information Estimation
LSH_DeepLearning
Scalable and Sustainable Deep Learning via Randomized Hashing
MISSION
MISSION: Ultra Large-Scale Feature Selection using Count-Sketches
PyTorch_GBW_LM
PyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset
LSH_Memory
One-Shot Learning using Nearest-Neighbor Search (NNS) and Locality-Sensitive Hashing LSH
rdspring1's Repositories
rdspring1/cs380c_pre_a4
Assignment 4: Partial Redundancy Elimination. http://www.cs.utexas.edu/~pingali/CS380C/2013/assignments/assignment4.tar.gz
rdspring1/cs393r
Autonomous Robots Assignment 4
rdspring1/MPI
2.5D Matrix Multiplication using MPI
rdspring1/ballsim
http://www.cs.utexas.edu/~fussell/courses/cs378/projects/assignment1/handout.shtml
rdspring1/comp450-proj3
rdspring1/comp509
rdspring1/comp551
rdspring1/cs344
Introduction to Parallel Programming class code
rdspring1/cs378
rdspring1/cs378-collatz
http://www.cs.utexas.edu/users/downing/cs378/drupal/collatz
rdspring1/cs378-deque
http://www.cs.utexas.edu/users/downing/cs378/drupal/deque
rdspring1/cs378-graph
http://www.cs.utexas.edu/users/downing/cs378/drupal/graph
rdspring1/cs378-integer
http://www.cs.utexas.edu/users/downing/cs378/drupal/integer
rdspring1/cs378-pfd
http://www.cs.utexas.edu/users/downing/cs378/drupal/pfd
rdspring1/cs380a4
CS380L Assignment 4
rdspring1/cs380c_scalar_optimization_a3
CS380C - Assignment 3: Scalar Optimization
rdspring1/EPI
Elements of Programming Interviews
rdspring1/finalproject-cs380l
http://www.cs.utexas.edu/~witchel/380L/lab/assign3.html
rdspring1/gym
A toolkit for developing and comparing reinforcement learning algorithms.
rdspring1/opencv
Open Source Computer Vision Library
rdspring1/OpenCVKinect
Provides method to access Kinect Color and Depth Stream in OpenCV Mat format.
rdspring1/Porsche911
Project 2: User Programs
rdspring1/Porsche911_Coupe
CS439 Project 3: Virtual Memory
rdspring1/potion
rdspring1/rone-testbed
rdspring1/RPi
Rice University MRSL Raspberry Pi
rdspring1/rtr_copilot
Real-Time Reachability Copilot Monitor
rdspring1/stanford_dl_ex
Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial
rdspring1/tensorflow
Open source software library for numerical computation using data flow graphs.