Roberto Maestre's repositories
NN-Asteroseismology
Neural Network application on Asteroseismology.
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
CEVAE
Causal Effect Inference with Deep Latent-Variable Models
rmaestre.github.io
Astronomy and Astrophotography
variableStars
Optimized package for extract patterns on variable stars
cayman
Cayman is a Jekyll theme for GitHub Pages
shields
Concise, consistent, and legible badges in SVG and raster format
quantumSystem
A simple Quantum System in CPP through Rcpp interface
Rcpp
Seamless R and C++ Integration
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.
tensorflow-phased-lstm
Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences (NIPS 2016) - Tensorflow 1.0
py-earth
A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines
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
speedglm
Fitting Linear and Generalized Linear Models to large data sets.
bayesian_nonparametrics
Slides and code for Bayesian nonparametrics in R and Julia
parallelGBC
Parallel Groebner Basis Computation
gis-tools-for-hadoop
The GIS Tools for Hadoop are a collection of GIS tools for spatial analysis of big data.
spatialhadoop2
The second generation of SpatialHadoop that ships as an extension
AnomalyDetection
Anomaly Detection with R
GMM
Gaussian Mixture Model Implementation in Pyspark
generalized-kmeans-clustering
This project generalizes the Spark MLLIB K-Means clusterer to support arbitrary distance functions
pylibmc
A Python wrapper around the libmemcached interface from TangentOrg.
dtw
DTW (Dynamic Time Warping) python module
EDA-and-data-viz
Curso de EDA y Dataviz
theano_exercises
Exercises for my tutorials on Theano