Alain Lesaffre's Projects
MTBF
A PyTorch Implementation of "Neural Arithmetic Logic Units"
Natural Language Processing and Computational Linguistics, published by Packt
Support materials for WinVector talk
Tools for creating D3 JavaScript network graphs from R
A Python toolbox for performing gradient-free optimization
This course contains the notebooks for the Numerical Linear Algebra elective in USF's MSAN program, summer 2017
Import public NYC taxi and Uber trip data into PostgreSQL / PostGIS database, analyze with R
reference material for classical hypothesis tests
Repository containing the R-code used in analyses for publications.
Running parametric t-SNE by Laurens Van Der Maaten with Octave and oct2py.
R package to perform (semi)Parametric Bootstrap Joint ((s)PBJ) inference for neuroimaging data
This is an implementation of Prediction Focused Analysis (PFA) using Canonical Functional Data Analysis (CFCA) for performing dimension reduction on time series response data.
Templates for embedding interactive plotly graphs in Shiny apps
Data and pipeline for Mortality in Puerto Rico after Hurricane Maria
Code repository for O'Reilly book
Combining satellite imagery and machine learning to predict poverty
A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.
Kaggle
A introduction to purrr
Python Natural Language Processing Cookbook, published by Packt
R Shiny App for visualizing NBA Data
R Statistics Cookbook, published by Packt
Faster operations for Raster objects in R
Talk at eRum2018 Budapest and accompanying blog post
This is an R package for penalized autoregressive response in regression model with autocorrelated residuals