Sam Stockman's repositories
AutoSTPP
Automatic Integration for Neural Spatio-Temporal Point Process models (AI-STPP) is a new paradigm for exact, efficient, non-parametric inference of point process. It is capable of learning complicated underlying intensity functions, like a damped sine wave.
Language:Jupyter NotebookMIT000
etas
calibrate ETAS, simulate using ETAS, estimate completeness magnitude & magnitude frequency distribution
Language:PythonMIT000
neural_stpp
Deep generative modeling for time-stamped heterogeneous data, enabling high-fidelity models for a large variety of spatio-temporal domains.
Language:PythonNOASSERTION000
sbizombies
Simulation-based inference on zombie outbreak models.
Language:R000
Language:RMIT000