lzhimin Goto Github PK

adapt-fp

adversarial-robustness-toolbox

Python library for adversarial machine learning, attacks and defenses for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, and more with multiple framework support

autograd

Efficiently computes derivatives of numpy code.

awesome-pruning

A curated list of neural network pruning resources.

conjugategradients

Implementation of ConjugateGradients method using C and Nvidia CUDA

cosmoflow-benchmark

Benchmark implementation of CosmoFlow in TensorFlow Keras

cppad

A C++ Algorithmic Differentiation Package: Home Page

dataflow

Efficient Data Loading Pipeline in Pure Python

dataquality

datoviz

⚡ High-performance GPU interactive scientific data visualization with Vulkan

deep-learning-experiments

Notes and experiments to understand deep learning concepts

deep-learning-multipliers

Training deep neural networks with low precision multiplications

dynamic-graph

Efficient data-flow library for robotics.

flipit

FlipIt: An LLVM Based Fault Injector for HPC

gnnvis

gpu-rodinia

Rodinia benchmark

gpu.js

GPU Accelerated JavaScript

hawq

Quantization library for PyTorch. Support low-precision and mixed-precision, with hardware implementation through TVM.

hpc_ml_hierarchical_io

interpretablecnn

interval-bound-propagation

This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715

libpressio

Pressio is latin for compression. Libpressio is a C++ library with C compatible bindings to abstract between different lossless and lossy compressors and their configurations. It solves the problem of having to having to write separate application level code for each lossy compressor that is developed. Instead, users write application level code using libpressio, and the library will make the correct underlying calls to the compressors. It provides interfaces to represent data, compressors settings, and compressors.

llfi

LLFI is an LLVM based fault injection tool, that injects faults into the LLVM IR of the application source code. The faults can be injected into specific program points, and the effect can be easily tracked back to the source code. Please refer to the paper below. NOTE: If you publish a paper using LLFI, please add it to PaperLLFI.bib

lossycompressionerroranalysis

lzhimin.github.io

mingpt

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

netron

Visualizer for neural network, deep learning and machine learning models

parboil

parsec-2.1

Parsec benchmark suite

parsec-benchmark

An unofficial mirror of the core PARSEC 3.0 benchmark suite with patches to run on x86_64 Arch Linux and generalize builds.