reichlab Goto Github PK

nba-predictions

ncov

analyses related to nCoV-2020 outbreak

neural-stack

Neural network based ensemble of flu prediction models.

nuxt-forecast-viz

A Nuxt module for infectious disease forecast visualization

online-lag-ensemble

Lag aware online ensembling

pdtmvn

R package implementing partially discretized truncated multivariate normal distributions

pkr

Command line package/script management for R based on packrat.

predtimechart

proper-scores-comparison

comparisons of proper scores

pylssm

Linear state space models in Python

pymmwr

MMWR weeks for Python

qenspy

rclp

Recalibrated linear pool ensembles

reichlab.github.io

The website for the Reich Lab @ UMass-Amherst.

reviewmid

Review of model formulations and estimation strategies for infectious disease models

sarimatd

sarimaTD R package: SARIMA Models with Transformations and Seasonal Differencing

shiny-predictions

A Shiny app for visualizing predictions.

simplets

ssr-influenza-competition

Self-contained version of SSR package for influenza competition

style

Reich Lab style guide for coding in R

timeseriesutils

Utility functions for working with time series data

tracking-ensemble

Dynamic weight ensembles

tsirsim

R package for simulating TSIR models.

xgboost-mod

The xgboost package for gradient boosting, modified to allow inference with non-convex loss functions.

xgbstack

R package using gradient boosting to implement model stacking for models that output predictive distributions.

xpull

Scripts for working with travis across github repos

zoltar-vizualization

zoltpy

A python module that interfaces with Zoltar https://github.com/reichlab/forecast-repository

zoltr