Awesome Open Source
Awesome Open Source
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The Top 20 Economics Open Source Projects

Categories > Economics > Economics
Mind Expanding Books ⭐ 6,386
📚 Books everyone should read!
Akshare ⭐ 3,374
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
Econml ⭐ 1,283
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.
Fecon235 ⭐ 713
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
Awesome Economics ⭐ 704
A curated collection of links for economists
Dsge.jl ⭐ 634
Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)
Ai Economist ⭐ 548
Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).
Mostly Harmless Replication ⭐ 346
Replication of tables and figures from "Mostly Harmless Econometrics" in Stata, R, Python and Julia.
0xdeca10b ⭐ 288
Sharing Updatable Models (SUM) on Blockchain
Books ⭐ 161
Books worth spreading
Lab.js ⭐ 145
Online research made easy
Rtutor ⭐ 144
Creating interactive R Problem Sets. Automatic hints and solution checks. (Shiny or RStudio)
Appelpy ⭐ 138
Applied Econometrics Library for Python
Fixedeffectmodels.jl ⭐ 133
Fast Estimation of Linear Models with IV and High Dimensional Categorical Variables
Cybernetics Club ⭐ 115
🔃 Cybernetics Reading Club
Cgoes ⭐ 106
Research by Carlos Góes
Gcam Core ⭐ 100
GCAM -- The Global Change Analysis Model
Guide2econra ⭐ 89
Fecon236 ⭐ 73
Tools for financial economics. Curated wrapper over Python ecosystem. Source code for fecon235 Jupyter notebooks.
Psid.jl ⭐ 21
Quickly assemble data from the Panel Study of Income Dynamics (PSID)
1-20 of 20 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210