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aitemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

atari-representation-learning

Code for "Unsupervised State Representation Learning in Atari"

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

autodiff-puzzles

autopilot-tensorflow

A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes

ballsim

http://www.cs.utexas.edu/~fussell/courses/cs378/projects/assignment1/handout.shtml

blocksparse

Efficient GPU kernels for block-sparse matrix multiplication and convolution

carnd-advanced-lane-lines

carnd-alexnet-feature-extraction

This lab guides you through using AlexNet and TensorFlow to build a feature extraction network.

carnd-behavioral-cloning-p3

Starting files for the Udacity CarND Behavioral Cloning Project

carnd-lanelines-p1

Lane Finding Project for Self-Driving Car ND

carnd-traffic-sign-classifier-project

Classify Traffic Signs.

carnd-transfer-learning-lab

carnd-vehicle-detection

Vehicle Detection Project

comp450-planning_under_uncertainty

Motion planning for a steerable needle under action uncertainty

comp450-proj3

comp450-reachability-guided-rrt

Use dynamic constraints to sample plausible states for RRT algorithm, improving robot motion planning

comp509

comp551

count-sketch-optimizers

A compressed adaptive optimizer for training large-scale deep learning models using PyTorch

cs231n

Solutions to Stanford CS231n Spring 2018 Course Assignments.

cs344

Introduction to Parallel Programming class code

cs378

cs378-collatz

http://www.cs.utexas.edu/users/downing/cs378/drupal/collatz

cs378-deque

http://www.cs.utexas.edu/users/downing/cs378/drupal/deque

cs378-graph

http://www.cs.utexas.edu/users/downing/cs378/drupal/graph

cs378-integer

http://www.cs.utexas.edu/users/downing/cs378/drupal/integer

cs378-pfd

http://www.cs.utexas.edu/users/downing/cs378/drupal/pfd

cs380a4

CS380L Assignment 4

cs380c_pre_a4

Assignment 4: Partial Redundancy Elimination. http://www.cs.utexas.edu/~pingali/CS380C/2013/assignments/assignment4.tar.gz