Huiyang Yu's repositories
CFDPython
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
spectralDNS
Spectral Navier Stokes (and similar) solvers in Python
CaNS
A code for fast, massively-parallel direct numerical simulations (DNS) of canonical flows
rebird
Wrapper to the eBird API.
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
auk
eBird Data Extraction with AWK
iheatmapr
Complex, interactive heatmaps in R
spocc
Species occurrence data toolkit for R
dataviz
A book covering the fundamentals of data visualization.
LBM
Lattice Boltzmann Method Implementation in MATLAB for Curved Boundaries
P-RANS
Parabolic RANS model for wind turbine wake simulations
Albany
Sandia National Laboratories' Albany multiphysics code
tbnn
This code implements the Tensor Basis Neural Network (TBNN) as described in Ling et al. (Journal of Fluid Mechanics, 2016).
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
DCGAN-tensorflow
A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"
bfps
Big Fluid and Particle Solver
lesgo
The Large-Eddy Simulation framework from the Turbulence Research Group at Johns Hopkins University
RocAlphaGo
An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.
stemhelper
STEM loading, mapping, plotting, and analysis
stem
spatiotemporal exploratory model in Python
AFiD_GPU_opensource
Version of the AFiD code ported to GPU accelerators
InteractiveCFD
Real time simulation and rendering of free surface fluid
crnn
A TensorFlow implementation of https://github.com/bgshih/crnn
SU2
SU2 Suite