Jupyter Notebook Economics

Open-source Jupyter Notebook projects categorized as Economics

Top 6 Jupyter Notebook Economic Projects

  • 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

  • InfluxDB

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  • fecon235

    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

    Project mention: Financial Economics: Financial Economics Models. Extended Research - star count:1033.0 | /r/algoprojects | 2023-12-10
  • Econometrics-With-Python

    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.

    Project mention: Python for Econometrics for Practitioners [Free Online Courses] | /r/CompSocial | 2023-08-24

    Econometrics with Python: This is a crash course for reviewing the most important concepts and techniques of econometrics. The theories are presented lightly without hustles of mathematical derivation and Python codes are mostly procedural and straightforward. Core concepts covered: multi- linear regression, logistic model, dummy variable, simultaneous equations model, panel data model and time series.

  • cpi

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

  • Business-Valuation-with-Discounted-Cash-Flow-In-Python

    Stocks and Assets Valuation via Discounted Cash Flow with Python

    Project mention: DCF Model in Python with Monte Carlo Simulation | /r/dividends | 2023-09-27

    You can find the code with an example valuing Chipotle (CMG) on GitHub or this Colab File (They are both the same and identical).

  • eip1559_analysis

    Can we estimate the economic impact of EIP-1559 on miners? This repository try to estimate the loss of miners' revenue coming from transactions fees, using Ethereum historical data.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source Economic projects in Jupyter Notebook? This list will help you:

Project Stars
1 EconML 3,669
2 fecon235 1,094
3 Econometrics-With-Python 274
4 cpi 129
5 Business-Valuation-with-Discounted-Cash-Flow-In-Python 55
6 eip1559_analysis 12

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