Roberto Maestre's repositories
quantumSystem
A simple Quantum System in CPP through Rcpp interface
ml-code-lectures
This repo has been implemented from scratch and serves as base to the PhD and MSc courses that I have imparted on Business and Data Science
tensorflow-phased-lstm
Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences (NIPS 2016) - Tensorflow 1.0
additiveRegressionSpline
Spline regression and additive models (Simple introduction with C++). We provide an example of C++ implementation of additive regression splines through Rcpp and RcppArmadillo.
AnomalyDetection
Anomaly Detection with R
bayesian_nonparametrics
Slides and code for Bayesian nonparametrics in R and Julia
CEVAE
Causal Effect Inference with Deep Latent-Variable Models
EDA-and-data-viz
Curso de EDA y Dataviz
generalized-kmeans-clustering
This project generalizes the Spark MLLIB K-Means clusterer to support arbitrary distance functions
gis-tools-for-hadoop
The GIS Tools for Hadoop are a collection of GIS tools for spatial analysis of big data.
Gradient-Descent-study
Basic notebooks to explore several GD (GD, SGD, mini-batch SGD, ...) algorithms
h2o-3
Fast Scalable Machine Learning API For Smarter Applications
NN-Asteroseismology
Neural Network application on Asteroseismology.
parallelGBC
Parallel Groebner Basis Computation
rmaestre.github.io
Astronomy and Astrophotography
spatialhadoop2
The second generation of SpatialHadoop that ships as an extension
theano_exercises
Exercises for my tutorials on Theano
variableStars
Optimized package for extract patterns on variable stars