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pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_tutorial

Quick PyTorch introduction and tutorial. Targets computer vision, graphics and machine learning researchers eager to try a new framework.

qntenna

This code is published alongside 'Quieting a noisy antenna reproduces photosynthetic light harvesting spectra' and performs calculations described in that paper.

r-gis-tutorial

Spatial data in R: using R as a GIS

r-lda-deprecated

The old version of the latent Dirichlet allocation package for R

radiant

Business analytics using R and Shiny. The radiant app combines the menus from radiant.data, radiant.design, radiant.basics, radiant.model, and radiant.multivariate.

raisr

##RAISR: Rapid and Accurate Image Super Resolution (Google)##

raisr-1

Google Rapid and Accurate Image Super Resolution

raisr-2

A Python implementation of RAISR

raman

Deep CNN for Raman Applications

raman-1

Jupyter notebooks as standards for graphene Raman data evaluation

raman-analysis

Python-code to analyse Raman spectroscopy

raman-and-sers-processing

Code for processing either Raman or SERS maps. Includes baseline correction, peak comparison, and post processing anaylsis.

raman-basics

CNN from Raman spectra test

raman-cnn

A practical convolutional neural network model for discriminating Raman spectra of human and animal blood

raman-diabetes

The dataset of our work where the application of portable Raman spectroscopy coupled with several supervised machine-learning techniques, is used to discern between diabetic patients (DM2) and healthy controls (Ctrl), with a high degree of accuracy. This script pre-processes the spectra to reproduce Fig. 1 of our paper: Use of Raman Spectroscopy to Screen Diabetes Mellitus with Machine Learning Tools Edgar Guevara, Juan Carlos Torres-Galván, Miguel G. Ramírez-Elías, Claudia Luevano-Contreras and Francisco Javier González Biomedical Optics Express (2018) _______________________________________________________________________________ Copyright (C) 2018 Edgar Guevara, PhD CONACYT-Universidad Autónoma de San Luis Potosí Coordinación para la Innovación y Aplicación de la Ciencia y la Tecnología _______________________________________________________________________________

raman-noodles

WIP Repository containing code for analysis of Raman spectra datasets.

raman-spectra-decomp-analysis

Python code to identify and calculate decomposition of materials using Raman spectroscopy

raman-spetroscopy-chemical-detection

Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)

raman_covid

raman_spectroscopy_covid_19

ramancovid19

Identification of COVID-19 virus (SARS-CoV-2) in human sera by Raman Spectroscopy and Multi-class Support Vector Machines

ramanmachinelearning

Apply deep learning to RAMAN data

ramanspec_basicoperations

This repository contains the procedures for mentioned job needed in day to day analysis of spectra. For example, the spectra for vibrational spectroscopy etc.. where the data is in array of 1-D or 2-D waves.

ramanspectrometer

ramanPi - the DIY 3D Printable Raman Spectrometer

rametrixlitetoolbox

The Rametrix(TM) LITE Toolbox for MATLAB

ramkit

An analysis kernel for raman spectrum.

rampy

Python software for spectral data processing (IR, Raman, XAS...)

ray-optics

Simulate reflection and refraction of light.

rayshader

R Package for Producing and Visualizing Hillshaded Maps from Elevation Matrices, in 2D and 3D