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Joyce Wang Zhan's Projects

rapidpy icon rapidpy

RAPIDpy is a python interface for RAPID that assists to prepare inputs, runs the RAPID program, and provides post-processing utilities.

rrr icon rrr

Reproducible Routing Rituals (RRR)

rrrr icon rrrr

RRRR rapid real-time routing

sandbox-fm icon sandbox-fm

Visualization for the augmented sandbox coupled with Delft3D Flexible Mesh

satelliteimageclassification icon satelliteimageclassification

Pixel based classification of satellite imagery - feature generation using Orfeo Toolbox, feature selection using Learning Vector Quantization, CLassification using Decision Tree, Neural Networks, Random Forests, KNN and Naive Bayes Classifier

sentinel2-tools icon sentinel2-tools

Tools to query, download, preprocess and postprocess Sentinel-2 data

sentinelsat icon sentinelsat

Utility to search and download Copernicus Sentinel satellite images

skynet-data icon skynet-data

Data pipeline for machine learning with OpenStreetMap

som icon som

self-organizing map (SOM) / Kohonen network

sompy icon sompy

A Python Library for Self Organizing Map (SOM)

spearmint icon spearmint

Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012

spectraldns icon spectraldns

Spectral Navier Stokes (and similar) solvers in Python

ssai-cnn icon ssai-cnn

Semantic Segmentation for Aerial / Satellite Images with Convolutional Neural Networks including an unofficial implementation of Volodymyr Mnih's methods

ssara icon ssara

Seamless SAR Archive project repository

ssd-spacenet icon ssd-spacenet

Detect buildings in the Spacenet satellite imagery dataset using Single Shot MultiBox Detector (SSD)

standard_precip icon standard_precip

Python implementation for calculating the Standard Precipitation Index (SPI) and Standard Precipitation Evapotranspiration Index (SPEI)

stock-rnn icon stock-rnn

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

streamlapse icon streamlapse

Original software for developing stream videos with hydrographic data

taudem icon taudem

Terrain Analysis Using Digital Elevation Models (TauDEM) software for hydrologic terrain analysis and channel network extraction.

tempogan icon tempogan

Source code for the SIGGRAPH paper "tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow"

tensorflow-book icon tensorflow-book

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

tethys icon tethys

The Tethys Platform main Django website project repository.

toflow icon toflow

TOFlow: Video Enhancement with Task-Oriented Flow

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