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The Top 22 Economics Open Source Projects
Categories
>
Economics
>
Economics
Mind Expanding Books
⭐
6,687
📚 Books everyone should read!
Akshare
⭐
3,796
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
⭐
1,503
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.
Awesome Economics
⭐
749
A curated collection of links for economists
Fecon235
⭐
729
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
Dsge.jl
⭐
650
Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)
Ai Economist
⭐
619
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
⭐
356
Replication of tables and figures from "Mostly Harmless Econometrics" in Stata, R, Python and Julia.
0xdeca10b
⭐
341
Sharing Updatable Models (SUM) on Blockchain
Books
⭐
161
Books worth spreading
Lab.js
⭐
152
Online research made easy
Rtutor
⭐
147
Creating interactive R Problem Sets. Automatic hints and solution checks. (Shiny or RStudio)
Fixedeffectmodels.jl
⭐
147
Fast Estimation of Linear Models with IV and High Dimensional Categorical Variables
Appelpy
⭐
141
Applied Econometrics Library for Python
Nowcasting
⭐
122
Nowcasting
Gcam Core
⭐
118
GCAM -- The Global Change Analysis Model
Cybernetics Club
⭐
117
🔃 Cybernetics Reading Club
Financial Formulas Library .net Standard
⭐
116
A collection of methods for solving Finance/Accounting equations, implemented in C#.
Cgoes
⭐
110
Research by Carlos Góes
Guide2econra
⭐
103
Fecon236
⭐
81
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)
1-22 of 22 projects
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📦 80
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📦 28
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📦 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
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Games
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Integrated Development Environments
📦 49
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Libraries
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Lists Of Projects
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Machine Learning
📦 347
Mapping
📦 64
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📦 15
Mathematics
📦 55
Media
📦 239
Messaging
📦 98
Networking
📦 315
Operating Systems
📦 89
Operations
📦 121
Package Managers
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Programming Languages
📦 245
Runtime Environments
📦 100
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📦 42
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📦 133
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📦 136
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📦 330
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