zhongli626 Goto Github PK

ace_covid19

An integrated agent-based economic and epidemiological model of the COVID-19 pandemic.

bayesian-stats-modelling-tutorial

How to do Bayesian statistical modelling using numpy and PyMC3

cycles_moral_hazard

Code for simulations from "Volatile Capital Flows and Financial Integration: The Role of Moral Hazard"

decisionfocusedanalytics2021

examples

Repos for examples of abcEconomics simulations that can be extended from

foreign_debt_growth_extension

This is the approach trying to extend the empirical study Kikuchi and Tobe (2021).

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

mc_copulas

Python Monte Carlo simulation with Gaussian copulas and SciPy

mesa

Mesa is an agent-based modeling framework in Python

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

nc-mind-covid-19

Hadley et al. 2022. Enhancing the pred. of hospitalization from a COVID-19 ABM

pert

PERT distribution SciPy

supply_chain_based_studies

Examples and experiments of supply chain related studies

teaching

scripts and notes for learning

zhongli626.github.io

Blogs