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bayesian-optimization

Python code for bayesian optimization using Gaussian processes

braf

Modeling of melanoma cancer

data-analysis

Data Science Using Python

deepspectroscopy

Spectroscopy with Deep Learning

dsc_intro

Exercises to accompany the free Springboard introductory data science "taster" course.

google_ml_crash_tf

lucky-trade

Technical analysis eda

pandas_exercises

Practice your pandas skills!

pca_pls

Raman Spectroscopy Data Analysis

raman

Deep CNN for Raman Applications

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 _______________________________________________________________________________

tensorflow-course

Simple and ready-to-use tutorials for TensorFlow