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A Python module for preprocessing and evaluating aerodynamic airfoil data---primarily for wind turbine applications.
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
FSI tools for partitioned coupling between generic solid and fluid solvers
Extraction of mechanical properties of materials through deep learning from instrumented indentation
Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations
Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.
Deep Learning of Vortex Induced Vibrations
Deep learning library for solving differential equations and more
Next generation FEniCS problem solving environment
NREL FASTv8, with MATLAB GUI and Simulink integration
A controls-oriented engineering wake model. Documentation at
Mixed-fidelity unsteady aerodynamics and aeroacoustics
A toolkit for developing and comparing reinforcement learning algorithms.
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
Research-oriented differentiable fluid simulation framework
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
Code release for "PredCNN: Predictive Learning with Cascade Convolutions" (IJCAI 2018)
Python implementation of Blade Element Momentum wind turbine aerodynamics
Fast and flexible physics-based battery models in Python
PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks
Source code for examples in Book "Robust Adaptive Dynamic Programming"
Python Implementation of Reinforcement Learning: An Introduction
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Simple finite element assemblers for Python
TensorFlow2 Reinforcement Learning
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
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.