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Top 23 Economic Open-Source Projects
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Project mention: Open-Sourcing High-Frequency Trading and Market-Making Backtesting Tool | /r/Python | 2023-12-06
You might want to suggest this as an extension to the OpenBB project - I imagine that could be of interest to them if there isn’t something like it built in already :-)
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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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
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Project mention: Work with First, Second and Third Order Greeks Through the Finance Toolkit | news.ycombinator.com | 2024-01-17
Over the last year I've spend a significant amount of time creating a Finance Toolkit in Python, it currently features over 150+ different metrics such as financial ratios, models, risk and performance metrics, technical indicators, macro-economic parameters and since today also all Greeks.
The Finance Toolkit is written in Python and is meant as a free solution to acquire a large range of financial metrics. My goal is to make financial calculations accessible to everyone as there is no point in reinventing the wheel over and over again which I've seen countless of times happen given that I work in the Financial Sector myself.
If you are interested give it a go: https://github.com/JerBouma/FinanceToolkit and find the recent release notes here that talk about the Greeks: https://github.com/JerBouma/FinanceToolkit/releases/tag/v.1....
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awesome-intelligence
A collaboratively curated list of awesome Open-Source Intelligence (OSINT) Resources
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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 -
WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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DSGE.jl
Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)
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edgar-crawler
The only open-source toolkit that can download EDGAR financial reports and extract textual data from specific item sections into nice and clean JSON files.
Project mention: Open-source toolkit to download EDGAR financial reports | news.ycombinator.com | 2023-12-27 -
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 | 2023-08-24Econometrics 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.
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computational-economy
An agent-based computational economy with macroeconomic equilibria from microeconomic behaviors
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policyengine-us
The PolicyEngine US Python package contains a rules engine of the US tax-benefit system, and microdata generation for microsimulation analysis.
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econometrics-cheatsheet
Multiple econometrics cheat sheets with a complete and summarize review going from the basics of an econometric model to the solution of the most popular problems.
Project mention: Econometrics Cheat Sheet (Additional) now includes ANOVA and logit! | /r/econometrics | 2023-05-31 -
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emerging-trajectories
Open source framework for using LLMs to forecast political, economic, and social events.
Project mention: Ask HN: What are some actual use cases of AI Agents? | news.ycombinator.com | 2024-02-14I'm working on research agents to help with economic, financial, and political research. These agents are open source (see: https://github.com/wgryc/emerging-trajectories).
The use cases are pretty straight forward and low risk:
1. Run a Google web search.
2. Query a news API.
3. Write a document based on the above, while citing sources.
Here's an example of something written yesterday, where I'm forecasting whether July 2024 will be the hottest on record: https://emergingtrajectories.com/a/forecast/74
This is working well in that the writeups are great and there are some "aha" moments, like the agent finding and referencing the The National Snow and Ice Data Center (NSIDC)... Very cool! I wouldn't have thought of it.
Then there's the part where the agent also tells me that the Oregon Department of Transportation has holidays during the summer, which doesn't matter at all.
So, YMMV, as they say... But I am more productive with these agents. I wouldn't publish anything formally without confirming and reviewing the content, though.
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Business-Valuation-with-Discounted-Cash-Flow-In-Python
Stocks and Assets Valuation via Discounted Cash Flow with Python
You can find the code with an example valuing Chipotle (CMG) on GitHub or this Colab File (They are both the same and identical).
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TrackingR
Python code for "Tracking R of COVID-19 A New Real-Time Estimation Using the Kalman Filter".
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Economics related posts
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- Econometrics Cheat Sheet (Additional) now includes ANOVA and logit!
- Economic Model
- [D] What approach to decide which class is most optimal for recovery?
- Remember me!? The Econometrics Time Series Cheat Sheet is now released!
- Choosing Julia, Matlab, Python or R in economics?
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A note from our sponsor - WorkOS
workos.com | 28 Mar 2024
Index
What are some of the best open-source Economic projects? This list will help you:
Project | Stars | |
---|---|---|
1 | OpenBBTerminal | 25,816 |
2 | Mind-Expanding-Books | 11,082 |
3 | akshare | 8,151 |
4 | EconML | 3,497 |
5 | FinanceToolkit | 2,287 |
6 | awesome-intelligence | 1,654 |
7 | fecon235 | 1,061 |
8 | DSGE.jl | 839 |
9 | 0xDeCA10B | 542 |
10 | edgar-crawler | 217 |
11 | Econometrics-With-Python | 213 |
12 | RegressionTables.jl | 128 |
13 | cpi | 123 |
14 | owidR | 114 |
15 | DingelNeiman-workathome | 99 |
16 | computational-economy | 93 |
17 | policyengine-us | 91 |
18 | econometrics-cheatsheet | 88 |
19 | fortune500 | 82 |
20 | priceR | 55 |
21 | emerging-trajectories | 50 |
22 | Business-Valuation-with-Discounted-Cash-Flow-In-Python | 40 |
23 | TrackingR | 27 |