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Felipe Castro's Projects

data icon data

Various geospatial data sets

data-science icon data-science

:bar_chart: Path to a free self-taught education in Data Science!

ejemplosr icon ejemplosr

Plantilla de Shiny para el curso de R para Bedu

estadistica-con-r icon estadistica-con-r

Apuntes personales sobre estadística, machine learning y lenguaje de programación R

ff icon ff

An R package for Memory-Efficient Storage of Large Data on Disk and Fast Access Functions

firstcoursenetworkscience icon firstcoursenetworkscience

Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis

fosas-giz-cicr icon fosas-giz-cicr

Este es un repositorio con los datos y código para reproducir el análisis sobre fosas clandestinas publicado en la plataforma Identificacionhumana.mx de la GIZ-CICR

free_r_tips icon free_r_tips

Free R-Tips is a FREE Newsletter provided by Business Science. It comes with bite-sized code tutorials every Tuesday.

geocompr icon geocompr

Open source book: Geocomputation with R

geom icon geom

Algorithms for geometric operations

googleway icon googleway

R Package for accessing and plotting Google Maps

h2o-3 icon h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

h2o-tutorials icon h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

homemade-machine-learning icon homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

movingpandas icon movingpandas

Implementation of Trajectory classes and functions built on top of GeoPandas

opengeohub_2021 icon opengeohub_2021

Material for the tutorial on "Mapping the Area of Applicability of spatial prediction models" at the OpenGeoHub Summer School 2021

pdf-dump icon pdf-dump

A dump of all the data science materials (mostly pdf's) that I have accumulated over the years

pgroutinglayer icon pgroutinglayer

Project home and bug tracker has moved to https://github.com/pgRouting/pgRoutingLayer.

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