lzhimin Goto Github PK
Name: zhimin li
Type: User
Bio: I am a Ph.D student from University of Utah and my research interests lay on Visualization, Machine Learning(XAI) and High Performance Computation
Blog: lzhimin.github.io
Name: zhimin li
Type: User
Bio: I am a Ph.D student from University of Utah and my research interests lay on Visualization, Machine Learning(XAI) and High Performance Computation
Blog: lzhimin.github.io
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
Efficiently computes derivatives of numpy code.
A curated list of neural network pruning resources.
Implementation of ConjugateGradients method using C and Nvidia CUDA
Benchmark implementation of CosmoFlow in TensorFlow Keras
A C++ Algorithmic Differentiation Package: Home Page
Efficient Data Loading Pipeline in Pure Python
⚡ High-performance GPU interactive scientific data visualization with Vulkan
Notes and experiments to understand deep learning concepts
Training deep neural networks with low precision multiplications
Efficient data-flow library for robotics.
FlipIt: An LLVM Based Fault Injector for HPC
Rodinia benchmark
GPU Accelerated JavaScript
Quantization library for PyTorch. Support low-precision and mixed-precision, with hardware implementation through TVM.
This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715
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 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
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Visualizer for neural network, deep learning and machine learning models
Parsec benchmark suite
An unofficial mirror of the core PARSEC 3.0 benchmark suite with patches to run on x86_64 Arch Linux and generalize builds.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.