Economics

Open-source projects categorized as Economics | Edit details

Top 11 Economic Open-Source Projects

  • GitHub repo akshare

    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

  • GitHub repo 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

    Project mention: UpliftML: An uplift modeling library that handles web scale datasets | news.ycombinator.com | 2021-09-26

    Many libraries have recently emerged that offer implementations of algorithms for heterogeneous treatment effect estimation (or, CATE estimation). The most well-known examples are Microsoft's EconML (https://github.com/microsoft/EconML) and Uber's CausalML (https://github.com/uber/causalml). Existing libraries require all data to fit in memory, which is often a limitation for industry applications on web scale datasets. Booking.com's new library offers similar functionality on top of Spark, enabling web scale uplift modeling.

  • Scout APM

    Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.

  • GitHub repo ai-economist

    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).

    Project mention: "The AI Economist: Optimal Economic Policy Design via Two-level Deep Reinforcement Learning", Zheng et al 2021 {Salesforce} | reddit.com/r/reinforcementlearning | 2021-08-05
  • GitHub repo 0xDeCA10B

    Sharing Updatable Models (SUM) on Blockchain

    Project mention: Discussion Thread | reddit.com/r/neoliberal | 2021-07-09

    Between this, their blockchain-based machine learning sharing system and their recent patent for a cryptocurrency mined using your brain activity, it seems like Microsoft is really going hard on crypto lately.

  • GitHub repo cpi

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

    Project mention: [OC] US Federal Minimum Wage Actual vs. Inflation Adjusted 1968-2019 | reddit.com/r/dataisbeautiful | 2021-03-13

    CPI conversion sourced from the library created here.

  • GitHub repo RegressionTables.jl

    Journal-style regression tables

    Project mention: Convenient way to use latexify on GLM output? | reddit.com/r/Julia | 2021-02-08

    Here is one: https://github.com/jmboehm/RegressionTables.jl

  • GitHub repo fortune500

    Fortune 500 company lists since 1955 in CSV format, mostly parsed using Beautiful Soup

    Project mention: The Tech Company Town - How Corporations Build Small Nations | reddit.com/r/collapse | 2021-04-26

    Fortune 500 List 1955-2019, text only: https://github.com/cmusam/fortune500/blob/master/csv/fortune500-2019.csv

  • Nanos

    Run Linux Software Faster and Safer than Linux with Unikernels.

  • GitHub repo computational-economy

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

    Project mention: The die has been cast paradox, it’s your turn now | reddit.com/r/paradoxplaza | 2021-05-19

    Let me tell you, it's "fun" to debug. I've just scratched the surface of this repository and makes my eyes cross.

  • GitHub repo TrackingR

    Python code for "Tracking R of COVID-19 A New Real-Time Estimation Using the Kalman Filter".

    Project mention: Megathread Coronavirus * 12/07/21 - 18/07/21 | reddit.com/r/italy | 2021-07-17

    Variable time span Jan 23, 2020 – Jul 14, 2021Data published by Arroyo-Marioli F, Bullano F, Kucinskas S, Rondón-Moreno C (2021) Tracking R of COVID-19: A new real-time estimation using the Kalman filter. PLoS ONE 16(1): e0244474. https://doi.org/10.1371/journal.pone.0244474Link https://github.com/crondonm/TrackingR/tree/main/Estimates-Database

  • GitHub repo 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.

    Project mention: Warning for New Ethereum Miners please stop investing in new mining rigs | reddit.com/r/EtherMining | 2021-03-20
  • GitHub repo Statmetrics-Android

    Free android app for portfolio analytics and investment research.

    Project mention: Statmetrics: Free Android App for Portfolio and Investment Analytics | reddit.com/r/portfolios | 2021-03-28
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). The latest post mention was on 2021-09-26.

Economics related posts

Index

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

Project Stars
1 akshare 4,270
2 EconML 1,794
3 ai-economist 723
4 0xDeCA10B 391
5 cpi 86
6 RegressionTables.jl 79
7 fortune500 65
8 computational-economy 64
9 TrackingR 17
10 eip1559_analysis 12
11 Statmetrics-Android 4
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