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basicopenfoamprogrammingtutorials

Introduces basic C++ concepts to beginner users of the OpenFOAM open-source CFD libraries.

boltzmann.jl

Restricted Boltzmann Machines in Julia

cnnforcfd

This folder contains a sample code for the use of convolutional neural network for fluid force prediction of bluff body flows.

data-assisted

Code for data-assisted reduced-order modeling of extreme events in complex dynamical systems, available on arXiv: https://arxiv.org/abs/1803.03365

deep-learning-21-examples

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

deep-learning-coursera

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

deep-learning-with-keras-notebooks

Jupyter notebooks for using & learning Keras

deep-residual-networks

Deep Residual Learning for Image Recognition

deepbayes-2018

Seminars DeepBayes Summer School 2018

deephpms

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

emtg

Mirror of NASA Goddard's autonomous space mission design tool.

fastphotostyle

Style transfer, deep learning, feature transform

gluon-tutorials-zh

通过 MXNet / Gluon 来动手学习深度学习

habitat-api

A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.

habitat-challenge

Code for the habitat challenge

hpm

Hidden physics models: Machine learning of nonlinear partial differential equations

kronic

Koopman Reduced-Order Nonlinear Identification and Control

learn_deep_learning_in_6_weeks

This is the Curriculum for "Learn Deep Learning in 6 Weeks" by Siraj Raval on Youtube

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1000+页)和视频链接

machine_learning_basics

Plain python implementations of basic machine learning algorithms

mathsdl-spring18

Topics course Mathematics of Deep Learning, NYU, Spring 18

meam517-rollingrobot

Dynamics and Trajectory Optimization of A Rolling Spherical Robot with a Single Actuator

myemtg

neuralrg

Pytorch source code for arXiv paper Neural Network Renormalization Group

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nn_physical_concepts

openfoam-2.4.0-mnf

OpenFOAM 2.4.0 plus the MicroNanoFlow Group Codes

openspace

This is the official GitHub repository for OpenSpace: an open source astrovisualization project. For instructions on how to build and run OpenSpace, see the Getting Started Guides on the wiki page.

pacvim

pagmo

A C++ / Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model. State of the art optimization algorithms are included. A common interface is provided to other optimization frameworks/algorithms such as NLOPT, SciPy, SNOPT, IPOPT, GSL