A Fast Monotone Rotating Shallow Water model

Last update: Sep 28, 2022

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Deep Learning pyRSW

Overview

pyRSW

A Fast Monotone Rotating Shallow Water model

How fast? As fast as a sustained 2 Gflop/s per core on a 2.5 GHz cpu (or 2048 Gflop/s with 1024 cores).

Bored with Fortran ? this code is for you, it is pure Python.

Monotone? Because what is the point of invoking an adhoc dissipation or a sofisticated sgs theory when a good numerics can do both?

If you liked Fluid2d and Nyles, you'll love pyRSW.

Owner

Guillaume Roullet

Professor in Physical Oceanography with Computational Fluid Dynamics expertise

GitHub Repository

Implementation of our paper "Video Playback Rate Perception for Self-supervised Spatio-Temporal Representation Learning".

PRP Introduction This is the implementation of our paper "Video Playback Rate Perception for Self-supervised Spatio-Temporal Representation Learning".

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Official repository for Automated Learning Rate Scheduler for Large-Batch Training (8th ICML Workshop on AutoML)

Automated Learning Rate Scheduler for Large-Batch Training The official repository for Automated Learning Rate Scheduler for Large-Batch Training (8th

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Code implementation of "Sparsity Probe: Analysis tool for Deep Learning Models"

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A Keras implementation of CapsNet in the paper: Sara Sabour, Nicholas Frosst, Geoffrey E Hinton. Dynamic Routing Between Capsules

NOTE This implementation is fork of https://github.com/XifengGuo/CapsNet-Keras , applied to IMDB texts reviews dataset. CapsNet-Keras A Keras implemen

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Official implementation of the paper 'High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network' in CVPR 2021

LPTN Paper | Supplementary Material | Poster High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network Ji

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A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery

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42 Dec 08, 2022

DivNoising is an unsupervised denoising method to generate diverse denoised samples for any noisy input image. This repository contains the code to reproduce the results reported in the paper https://openreview.net/pdf?id=agHLCOBM5jP

DivNoising: Diversity Denoising with Fully Convolutional Variational Autoencoders Mangal Prakash1, Alexander Krull1,2, Florian Jug2 1Authors contribut

33 Dec 30, 2022

Multiple Object Extraction from Aerial Imagery with Convolutional Neural Networks

This is an implementation of Volodymyr Mnih's dissertation methods on his Massachusetts road & building dataset and my original methods that are publi

255 Sep 07, 2022

GANmouflage: 3D Object Nondetection with Texture Fields

GANmouflage: 3D Object Nondetection with Texture Fields Rui Guo1 Jasmine Collins

29 Aug 10, 2022

A Simple LSTM-Based Solution for "Heartbeat Signal Classification and Prediction" in Tianchi

LSTM-Time-Series-Prediction A Simple LSTM-Based Solution for "Heartbeat Signal Classification and Prediction" in Tianchi Contest. The Link of the Cont

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This tutorial repository is to introduce the functionality of KGTK to first-time users

Welcome to the KGTK notebook tutorial The goal of this tutorial repository is to introduce the functionality of KGTK to first-time users. The Knowledg

58 Dec 21, 2022

python-timbl, originally developed by Sander Canisius, is a Python extension module wrapping the full TiMBL C++ programming interface. With this module, all functionality exposed through the C++ interface is also available to Python scripts. Being able to access the API from Python greatly facilitates prototyping TiMBL-based applications.

README: python-timbl Authors: Sander Canisius, Maarten van Gompel Contact: [email

16 Jan 16, 2022

Solution of Kaggle competition: Sartorius - Cell Instance Segmentation

Sartorius - Cell Instance Segmentation https://www.kaggle.com/c/sartorius-cell-instance-segmentation Environment setup Build docker image bash .dev_sc

68 Dec 09, 2022

Code for unmixing audio signals in four different stems "drums, bass, vocals, others". The code is adapted from "Jukebox: A Generative Model for Music"

Status: Archive (code is provided as-is, no updates expected) Disclaimer This code is a based on "Jukebox: A Generative Model for Music" Paper We adju

24 Dec 29, 2022

The official repository for paper ''Domain Generalization for Vision-based Driving Trajectory Generation'' submitted to ICRA 2022

DG-TrajGen The official repository for paper ''Domain Generalization for Vision-based Driving Trajectory Generation'' submitted to ICRA 2022. Our Meth

25 Sep 26, 2022

A Fast Monotone Rotating Shallow Water model

Related tags

Overview

pyRSW

Owner

Guillaume Roullet

Implementation of our paper "Video Playback Rate Perception for Self-supervised Spatio-Temporal Representation Learning".

Official repository for Automated Learning Rate Scheduler for Large-Batch Training (8th ICML Workshop on AutoML)

Code implementation of "Sparsity Probe: Analysis tool for Deep Learning Models"

A Keras implementation of CapsNet in the paper: Sara Sabour, Nicholas Frosst, Geoffrey E Hinton. Dynamic Routing Between Capsules

Official implementation of the paper 'High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network' in CVPR 2021

A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery

DivNoising is an unsupervised denoising method to generate diverse denoised samples for any noisy input image. This repository contains the code to reproduce the results reported in the paper https://openreview.net/pdf?id=agHLCOBM5jP

Multiple Object Extraction from Aerial Imagery with Convolutional Neural Networks

GANmouflage: 3D Object Nondetection with Texture Fields

A Simple LSTM-Based Solution for "Heartbeat Signal Classification and Prediction" in Tianchi

This tutorial repository is to introduce the functionality of KGTK to first-time users

Solution of Kaggle competition: Sartorius - Cell Instance Segmentation

Code for unmixing audio signals in four different stems "drums, bass, vocals, others". The code is adapted from "Jukebox: A Generative Model for Music"

The official repository for paper ''Domain Generalization for Vision-based Driving Trajectory Generation'' submitted to ICRA 2022

Simulating an AI playing 2048 using the Expectimax algorithm

Implementation of Neural Style Transfer in Pytorch

Do Neural Networks for Segmentation Understand Insideness?

Covid19-Forecasting - An interactive website that tracks, models and predicts COVID-19 Cases

Running AlphaFold2 (from ColabFold) in Azure Machine Learning