songzi32 Goto Github PK

2d_langevin_rl_control

Reinforcement Learning based control of the stochastic Stuart-Landau equation

2d_turbulence

This repository contains code for data-driven LES of two-dimensional turbulence.

aeropython

Classical Aerodynamics of potential flow using Python and Jupyter Notebooks

cnm

ebiv

Event-based image velocimetry - retrieve velocity maps from event-based camera recordings of fluid flows containing particles

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

hifiles-solver

High Fidelity Large Eddy Simulation Solver

lstm_rom_arxiv

A Deep Learning based Approach to Reduced Order Modeling for Turbulent Flow Control using LSTM Neural Networks. arXiv:1804.09269

matcrom

A Matlab library that implements the cluster-based reduced-order modeling (CROM)

matlab-arduino-rtdata

Matlab Class and Arduino Script in order to achieve ~kHz RT data acquisition with live graphics.

ml-murphy

Complete solutions for exercises and MATLAB example codes for "Machine Learning: A Probabilistic Perspective" 1/e by K. Murphy

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

sbryngelson.github.io

My academic webpage. Find at bryngelson-research.com

songzi32.github.io

symbolic_deep_learning

Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"

tengyuan.liang

Academic Webpage

themlbook

The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.

wind-tunnel-control-daq

AFAM wind tunnel control & DAq code