Jorge-Salmon

Ag-nanoparticles-DFT

Properties of Ag nanoparticles predicted by Machine Learning, using a training dataset obtained from Density Functional Tight Binding (DFTB).

DeepLearning-brain_tumor

Deep Learning - Image classification with PyTorch on GPU (brain tumor).

DoubleHelix

Bioinformatics tools

ext_GUI

A GUI that calculates optical extinction of a gold nanoparticle as a function of size with Mie Theory.

Naive-Bayes-Class

Naive Bayes Classifier for Titanic dataset

1D_FDTD

Reflectance and transmittance of an isotropic dielectric slab in the range of 0 to 1 GHz.

air_qualityMadrid

Analysis and forecast of air quality in Madrid (Time series)

atlasTMVA

TMVA for Wanalyses

boosting

DataScience_Bank_users

Analysis on customer engagement and churn (machine learning model)

DNA_tools

Bioinformatics

lin-svm-cvxopt

Linear Support Vector Machines with convex optimisation cvxopt

Monte-Carlo-Integral

Monte Carlo method: Integral of a function

Monte-Carlo-Volume

Monte Carlo method: Volume of a sphere

music-synthesis-with-python

Music Synthesis with Python talk, originally given at PyGotham 2017.

Naive_Bayes_from_scratch

Machine learning project: Naive Bayes Classifier coded from scratch.

ray_tracing

Ray tracing algorithm - 3D image rendering

SVM1

Linear Support Vector Machines. Classification and support vector visualization.

SVM2

Linear SVM 2D hyperplane

svmPrueba1