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Name: yong
Type: User
Name: yong
Type: User
Code and hyperparameters for the paper "Generative Adversarial Networks"
Use machine learning to predict level of turbulence based on plane data.
:fireworks:Interactive Online Platform that Visualizes Algorithms from Code
A Python implementation of global optimization with gaussian processes.
:boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling
:butterfly: A light python API for creating and running OpenFoam cases for CFD simulation.
Bug-free machine learning on stochastic computation graphs
exercises Anderson's CFD book python
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
This folder contains a sample code for the use of convolutional neural network for fluid force prediction of bluff body flows.
This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.
Multiclass classification of vibration signals of faulty bearings
code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning
Robust active flow control over a range of Reynolds numbers using artificial neural network trained through deep reinforcement learning
Code for data-assisted reduced-order modeling of extreme events in complex dynamical systems, available on arXiv: https://arxiv.org/abs/1803.03365
Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations
Deep Learning of Turbulent Scalar Mixing
Deep Learning of Vortex Induced Vibrations
Deep learning library for solving differential equations
Deep Markov Models
Hydrodynamics module for the DTOcean tools
We propose a model to analyze sentiment of online stock forum and use the information to predict stock volatility in the Chinese market. By generating a sentimental dictionary, we analyze the sentimental tendencies of each post as sentiment indicators. Such sentimental information will be fused with market data for prediction based on Recurrent Neural Networks (RNNs). We manually labeled the sentiment of forum post and make the data public available for research. Empirical evidence shows that 8 of the 10 stocks perform better with sentimental indicators.
The code used, and a docker image to run it, of the paper `Exploiting locality and physical invariants to design effective Deep Reinforcement Learning control of the unstable falling liquid film`
Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations
Toy implementation of QRS surface metrics for extreme event prediction quality
FSI interface between Metafor & SU2
Gaussian processes in TensorFlow
2017年买房经历总结出来的买房购房知识分享给大家,希望对大家有所帮助。买房不易,且买且珍惜。Sharing the knowledge of buy an own house that according to the experience at hangzhou in 2017 to all the people. It's not easy to buy a own house, so I hope that it would be useful to everyone.
Hidden Fluid Mechanics
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.