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economics

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Mind-Expanding-Books
hackerkid
hackerkid commented Oct 9, 2020

👋👋 Hello Hacktoberfest contributors

if you are looking to contribute to Mind-Expanding Books, I would recommend focusing on improving the website which can be accessed at http://books.vishnuks.com/ (soon to get its own domain). The source code lives in /app directory.

There are a ton of improvements that can be made to the website. I have some issues opened at https://github.com/hackerki

EconML

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.

  • Updated Sep 14, 2021
  • Jupyter Notebook

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

  • Updated Dec 3, 2018
  • Jupyter Notebook

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).

  • Updated Sep 24, 2021
  • Python
0xDeCA10B
lab.js

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