rdspring1 Goto Github PK

cs393r

Autonomous Robots Assignment 4

cuda-training-series

Training materials associated with NVIDIA's CUDA Training Series (www.olcf.ornl.gov/cuda-training-series/)

cuda_workspace

Cuda Programming Tutorials

dlrm_ssm

epi

Elements of Programming Interviews

finalproject-cs380l

http://www.cs.utexas.edu/~witchel/380L/lab/assign3.html

gym

A toolkit for developing and comparing reinforcement learning algorithms.

infogan

inverse_draw_tensorflow

https://openai.com/requests-for-research/#inverse-draw

lsh-mutual-information

Use LSH Sampling for Mutual Information Estimation

lsh_deeplearning

Scalable and Sustainable Deep Learning via Randomized Hashing

lsh_lda

LSH Split-Merge MCMC for LDA topic models

lsh_memory

One-Shot Learning using Nearest-Neighbor Search (NNS) and Locality-Sensitive Hashing LSH

maxas

Assembler for NVIDIA Maxwell architecture

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

mission

MISSION: Ultra Large-Scale Feature Selection using Count-Sketches

model-free-episodic-control

Implimentation of the Model Free Episodic Control paper by Deep Mind : http://arxiv.org/abs/1606.04460

mongoose

A Learnable LSH Framework for Efficient NN Training

mpi

2.5D Matrix Multiplication using MPI

natural-gradients

Collection of algorithms for approximating Fisher Information Matrix for Natural Gradient (and second order method in general)

nvprims-torchdynamo

A Python-level JIT compiler designed to make unmodified PyTorch programs faster.

opencv

Open Source Computer Vision Library

opencvkinect

Provides method to access Kinect Color and Depth Stream in OpenCV Mat format.

optimizing-dgemm-on-intel-cpus-with-avx512f

Stepwise optimizations of DGEMM on CPU, reaching performance faster than Intel MKL eventually, even under multithreading.

optimizing-dgemv-on-intel-cpus

Highly optimized DGEMV on CPU with both serial and parallel performance better than MKL and OpenBLAS.

optimizing-sgemm-on-nvidia-turing-gpus

Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.

osim-rl

Reinforcement learning environments with musculoskeletal models

porsche911

Project 2: User Programs

porsche911_coupe

CS439 Project 3: Virtual Memory