prio-data/prediction_competition_2023

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prio-data/prediction_competition_2023

prio-data

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Code for generating benchmark models and evaluation scripts for the 2023 VIEWS prediction competition

priogrid

Replication scripts that were used to generate the PRIO-GRID v3.0 dataset using R. For version 2.0 replication see legacy branch.

viewsforecasting

Jupyter notebooks and python scripts for performing the ViEWS monthly forecasts

viewser

A CLI for interacting with the ViEWS 3 backend

climsec_nc21_repcode

Replication code for Schutte, Vestby, Carling, and Buhaug "Climatic conditions are weak predictors of asylum migration", forthcoming in Nature Communications (2021).

views_api

Documentation of the VIEWS API

Jupyter Notebook

views_pipeline

VIEWS forecasting pipeline for monthly prediction runs. Includes MLops and QA for all models/ensembles.

Jupyter Notebook

views3

geomock

views_transformation_library

The data transformation library used by the views data transformer service

views_outreach

Documentation of known issues in VIEWS models and data, notebooks for data access and exploration, codebook compilers, and other tools tailored to end-users of the VIEWS data.

Jupyter Notebook

endogen

A dynamic endogenous simulator of statistical models

climsec_plos22_replication

Replication data and code for Schutte and Kelling: A Monte Carlo Analysis of False Inference in Spatial Conflict Event Studies. PLOS ONE, 2022

cc_metrics

FCDO_predicting_fatalities

Jupyter notebooks and python scripts for the ViEWS FCDO predicting fatalities project