rmmomin

PINN-examples

BDA_course_Aalto

Bayesian Data Analysis course at Aalto

causal-ml-auto-inference

crouzet-tourre-replication

Partial replication of Crouze-Tourre (2021)

DiD

Keeping track of what is going on with the latest DiD innovations.

LaTeX-Templates

TeX templates for academic journal, problem set, and cheat sheet

STEG_Lecture2

Income Accounting

templates

Templates of all kind

18S191

Course 18.S191 at MIT, fall 2020 - Introduction to computational thinking with Julia:

applied-methods-phd

Repo for Yale Applied Empirical Methods PHD Course

ARD

Code for 'Recovering Network Structure from Aggregated Relational Data Using Penalized Regression'

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

BCF-Workshop

Materials for the mini-course on deep learning and macro-finance.

demand_asset_pricing

EconPDEs.jl

Solve forward-looking PDEs (e.g. HJB equations).

GlobalFactor

gsb_summer_course

Guide2EconRA

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.

lectures

Lecture notes for EC 607

Mercury-Tutorial

Tutorial on the Mercury Computing Cluster

ML-Finance_Group

mlfactor.github.io

Website dedicated to a book on machine learning for factor investing

nber-workshop-2022

Code for the Spring 2022 heterogeneous-agent macro workshop

NumericalMethods

website for numerical methods course

OpenSourcedMacroModels

A best-efforts collection of open-sourced macroeconomic models run by central banks and other official sector agencies (ie, ministries of economy)

Princeton-ECO529

Github Page for Princeton ECO529: Macro, Money and International Finance

rmmomin

stats-cs-ml-course-notes

torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.