stephenjlee

bayesian-differential-privacy

Code for the paper "Bayesian Differential Privacy for Machine Learning"

beacon

crop_yield_prediction

Crop Yield Prediction with Deep Learning

d4d-challenge

D4Dsenegal

Code and resources for the D4D Senegal Challenge

DeepStructuredMixtures

Code for Deep Structured Mixtures of Gaussian Processes (DSMGPs)

deepul

IGMM

infinite Gaussian Mixture Model(Dirichlet Process Gaussian Mixture Model) by gibbs sampling. Multivaraite Gaussian with full covariance and diagonal covariance.

litldf

oemaps-access-and-demand-data

stephenjlee/litldf

stephenjlee/beacon

stephenjlee/DeepStructuredMixtures

Code for Deep Structured Mixtures of Gaussian Processes (DSMGPs)

stephenjlee/oemaps-access-and-demand-data

stephenjlee/bayesian-differential-privacy

Code for the paper "Bayesian Differential Privacy for Machine Learning"

stephenjlee/deepul

stephenjlee/DPGP

stephenjlee/electricitymap-contrib

A real-time visualisation of the CO2 emissions of electricity consumption

stephenjlee/GOOGLE_OPEN_BUILDINGS_AFRICA

stephenjlee/GPclust

Collapsed Variational Bayes

stephenjlee/landez

Landez operates with tiles, arranges them together into images or builds MBTiles files

stephenjlee/ml_algo_in_depth

ML algorithms in depth

stephenjlee/mogptk

Multi-Output Gaussian Process Toolkit

stephenjlee/PlotNeuralNet

Latex code for making neural networks diagrams

stephenjlee/PMTiles

Cloud-optimized, single-file archive format for pyramids of map tiles

stephenjlee/pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

stephenjlee/pmtksupport

Various packages used by PMTK.

stephenjlee/pymbtiles

Python utilities for Mapbox mbtiles files

stephenjlee/pypsa-africa

PyPSA meets Africa: An Open Optimisation Model of the African Energy System. Our website: https://pypsa-meets-africa.github.io/

stephenjlee/pypsa-meets-africa.github.io

Our website

stephenjlee/react-map-gl

React friendly API wrapper around MapboxGL JS

stephenjlee/scikit-learn

scikit-learn: machine learning in Python

stephenjlee/statsmodels

Statsmodels: statistical modeling and econometrics in Python

stephenjlee/teaching-examples

Examples for use in teaching HPSC workflows, from how to successfully parallelize code, to how to submit that code on an HPC system.

stephenjlee/tile-stitch

Stitch together and crop map tiles for a specified bounding box

stephenjlee/tileserver-gl

Vector and raster maps with GL styles. Server side rendering by Mapbox GL Native. Map tile server for Mapbox GL JS, Android, iOS, Leaflet, OpenLayers, GIS via WMTS, etc.

stephenjlee/tippecanoe

Build vector tilesets from large collections of GeoJSON features.

stephenjlee/tpkutils

ArcGIS Tile Package Utilities

stephenjlee/tutorials

:blue_book: 🌍 An interesting collection of GIS related tutorials

stephenjlee/untiler

Stitch image tiles into larger composite TIFs