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GRS's Projects

awips2 icon awips2

Weather forecasting display and analysis package developed by NWS/Raytheon, released as open source software by Unidata.

aws-shell icon aws-shell

An integrated shell for working with the AWS CLI.

band-assignment icon band-assignment

A toolbox for assigning an hyperspectral image subset to a single multispectral band and perform standard fusion on each group.

bandicoot-code icon bandicoot-code

Bandicoot: GPU accelerator add-on for the Armadillo C++ linear algebra library

baseliner4 icon baseliner4

MATLAB code for processing tree sapflow measurements

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

basic_machine_learning icon basic_machine_learning

This is dedicated to make some contribution to fill in the gap among theorists, data analysts and general algorithm users. If you have any comments on the topics or find any mistakes, shoot me an email. I plan to cover each topic with a brief theoretical introduction, matlab code with deep explanation of the input and output and possible examples.

basic_nns_in_frameworks icon basic_nns_in_frameworks

several basic neural networks[mlp, autoencoder, CNNs, recurrentNN, recursiveNN] implements under several NN frameworks[ tensorflow, pytorch, theano, keras]

basiss icon basiss

Broad Area Satellite Imagery Semantic Segmentation

bass-net icon bass-net

Band-Adaptive Spectral-Spatial Feature Learning Deep Neural Network for Hyperspectral Image Classification

battlefield-simulation icon battlefield-simulation

Many battles have been fought during the World Wars. Even today there are several terrorist and insurgency attacks in many cities. Each battle generally has two armies (groups) facing each other. Lanchester had proposed a few models of combat and many battles of the World War 2 have followed those models. Here, we model a fictitious battle between two armies (which follow the combat rules) using cellular automata to look at the various possible outcomes. The rules for the cellular automata will be decided within the scope of the imaginary battlefield that we create.

bayesbyhypernet icon bayesbyhypernet

Code for the paper Implicit Weight Uncertainty in Neural Networks submitted to the Bayesian Deep Learning workshop at NIPS 2017

bayesian icon bayesian

Naive Bayes classifier and Bayesian network classifier C++ implementation

bayesian-1 icon bayesian-1

Reasoning under uncertainty using Bayesian networks

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