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ahlusar1989
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Replication files for "Youth experiencing parental death due to drug poisoning and firearm violence in the US, 1999-2020". JAMA (2024)
Presentation materials for PyMC Statespace
A Python package for causal inference in quasi-experimental settings
Methods and thoughts on defining geographic markets for health care services, i.e., a guided tour of a particularly complex rabbit hole.
A lightweight hyperparameters class for machine learning projects that takes away all the pain of argparse
Website for Harvard's Gov 50 in Fall 2023
Reimplementation of "Kernel-Based Reinforcement Learning" Ormoneit and Sen (2002) (https://link.springer.com/content/pdf/10.1023/A:1017928328829.pdf)
Combining Reinforcement Learning with Integer Programming for Robust Scheduling
Unscented Kalman Filter in estimation of a state of the multivariate non-stationary growth model
tbrycekelly / oce
Forked from dankelley/oceR package for oceanographic processing
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoo…
Traveling Salesman Problem DFJ MTZ GG formulations
Clinical trial designs and methods in Python
[No longer being developed. Use the epichains package instead]. Methods for simulating and analysing the sizes and lengths of chains from branching process models
Corresponding code guide to the tutorial paper "Introducing longitudinal modified treatment policies: a unified framework for studying complex exposures" (Hoffman et al., 2023)
Python implementation of EM algorithm for GMM. And visualization for 2D case.