xanderyin Goto Github PK

adaptive-dynamic-programming

airfoilpreppy

A Python module for preprocessing and evaluating aerodynamic airfoil data---primarily for wind turbine applications.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cupydo

FSI tools for partitioned coupling between generic solid and fluid solvers

deep-learning-for-indentation

Extraction of mechanical properties of materials through deep learning from instrumented indentation

deephpms

Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations

deeplearning

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

deeplearntoolbox

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.

deepviv

Deep Learning of Vortex Induced Vibrations

deepxde

Deep learning library for solving differential equations and more

dolfinx

Next generation FEniCS problem solving environment

fasttool

NREL FASTv8, with MATLAB GUI and Simulink integration

floris

A controls-oriented engineering wake model. Documentation at

flowunsteady

Mixed-fidelity unsteady aerodynamics and aeroacoustics

gym

A toolkit for developing and comparing reinforcement learning algorithms.

horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

neuralpde.jl

Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation

phiflow

Research-oriented differentiable fluid simulation framework

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

predcnn

Code release for "PredCNN: Predictive Learning with Cascade Convolutions" (IJCAI 2018)

py-bem

Python implementation of Blade Element Momentum wind turbine aerodynamics

pybamm

Fast and flexible physics-based battery models in Python

pydens

PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks

radpbook

Source code for examples in Book "Robust Adaptive Dynamic Programming"

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

scikit-fem

Simple finite element assemblers for Python

sowfa

tf2rl

TensorFlow2 Reinforcement Learning

torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.