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Name: Liangming Chen
Type: User
Name: Liangming Chen
Type: User
The PyTorch Implementation of Adaptive Inertia Methods. The algorithms are based on our ICML2020 Long Oral paper: "Adaptive Inertia: Disentangling the Effects of Adaptive Learning Rate and Momentum".
Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
A Toolbox for Adversarial Robustness Research
Benchmarks of approximate nearest neighbor libraries in Python
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
Implementation of ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks, ICML 2021.
Pytorch implementation of Augmented Neural ODEs :sunflower:
Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"
A collection of resources and papers on Diffusion Models
A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
train CIFAR10 dataset with PyTorch(0.4.0)
PyTorch implementation of CNNs for CIFAR benchmark
Model benchmark on CIFAR10 dataset in PyTorch.
Create your own dataset with the similar format with CIFAR10 in python version.
An adversarial example library for constructing attacks, building defenses, and benchmarking both
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
Convolutional Neural Networks with Alternately Updated Clique (to appear in CVPR 2018)
a pytorch re-implementation of CliqueNet on CIFAR-10
A tool that automatically extracts network structures from Tensorflow model files
Using Particle Swarm Optimization (PSO) to Optimize a CNN (Convulsional Neural Network) - using an simple dataset (not using an image dataset)
ComputationalPhysics
Official repo for consistency models.
Using ConvNeXt to solve interesting problems
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.