Economics Open Source Projects

Open Data Platform for analysts, quants and AI agents.

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

:books: Find your next book to read!

Awesome Books

Transparent and Efficient Financial Analysis

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

A collaboratively curated list of awesome Open-Source Intelligence (OSINT) Resources

A community based Python library for quantitative economics

A curated collection of links for economists

Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

TRADING ECONOMICS - API Code Examples

Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

This repository hosts the code behind the online book, Coding for Economists.

A curated list of resources for blockchain engineers

Replication of tables and figures from "Mostly Harmless Econometrics" in Stata, R, Python and Julia.

Awesome papers involving LLMs in Social Science.

Sharing Updatable Models (SUM) on Blockchain

Julia implementation of QuantEcon routines

The only open-source toolkit that can download EDGAR financial reports and extract textual data from specific item sections into nice and clean JSON files.

Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly without hustles of derivation and Python codes are straightforward.

ceejbot's talk from JSConfEU 2019

张俊的读书笔记

GCAM -- The Global Change Analysis Model

A systems dynamics economics modeling software

Computational Economics Course 2020 by Kenneth Judd

A curated list of awesome resources for product managers to learn and grow.

Online research made easy

A Comparison of Programming Languages in Economics

A collection of methods for solving Finance/Accounting equations, implemented in C#.

The CQF resources and my learning records

Fast Estimation of Linear Models with IV and High Dimensional Categorical Variables

Nowcasting

Agent-based computational Economics, the Python library that makes AB modelling easier

Computational economics in Python

Creating interactive R Problem Sets. Automatic hints and solution checks. (Shiny or RStudio)

Source files for "Lectures in Quantitative Economics" -- Python version

Applied Econometrics Library for Python

Templates for reproducible economics projects

Econometrics cheat sheets with a concise review of the subject, going from the basics of an econometric model to the solution of the most popular problems.

Stocks and Assets Valuation via Discounted Cash Flow with Python

Resources for the budding field of risk modelling and analysis in DeFi

Research by Carlos Góes

Econ5170@CUHK: Computational Methods in Economics (2020 Spring).

Machine Learning-Driven Quantamental Investing

The PolicyEngine US Python package contains a rules engine of the US tax-benefit system, and microdata generation for microsimulation analysis.

Quickly adjust U.S. dollars for inflation using the Consumer Price Index (CPI)

Quantitative Economics

Solve nonlinear PDEs arising from economic models

Data Analysis for Economics

:arrows_clockwise: Cybernetics Reading Club

Journal-style regression tables

Tools for financial economics. Curated wrapper over Python ecosystem. Source code for fecon235 Jupyter notebooks.

An agent-based computational economy with macroeconomic equilibria from microeconomic behaviors

Public repository for UChicago's Econ 35101 "International Macroeconomics and Trade" PhD class

Implementation of Optimal Auctions through Deep Learning

Articles/ Journals and Videos related to Economics:chart_with_upwards_trend: and Data Science :bar_chart:

Python Nowcasting

Collection of puzzles in macroeconomics