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Top 23 Python stock-data Projects
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awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
No, it looks more like a Rust equivalent of libraries like ffn (financial functions for python) or many of the other ones listed here https://github.com/wilsonfreitas/awesome-quant
Using rust to do exploratory analysis in python seems like a misguided idea. But using rust to productize models that have performance and accuracy sensitivities, the things that C/C++ is still used for, indeed sounds like a good idea.
Most of the python libraries used in finance, like numpy/pandas, call out to C for performance reasons; the libraries are essentially python bindings + syntax to C functions. It would be interesting to think about replacing that backend with rust.
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qlib
Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.
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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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Empyrial
AI and data-driven quantitative portfolio management library for portfolio risk and performance analysis 投资组合管理
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yahoofinancials
A powerful financial data module used for pulling data from Yahoo Finance. This module can pull fundamental and technical data for stocks, indexes, currencies, cryptos, ETFs, Mutual Funds, U.S. Treasuries, and commodity futures.
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Stock-Prediction-Neural-Network-and-Machine-Learning-Examples
Examples of python neural net and ML stock prediction methods with sample stock data.
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Stocks-Pattern-Analyzer
This tool should help discover different patterns based on similarity measures in historical (financial) data
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Project mention: Open Source Stock Analysis and Community Platform | news.ycombinator.com | 2024-05-26
This is brilliant, I like the execution, design, and clarity of navigation.
I noticed you’re using https://financialmodelingprep.com/ api. Did you face any challenges with data quality?
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quantclean
🧹 Quantclean is a program that reformats financial dataset to US Equity TradeBar (Quantconnect format)
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mfinancials
Simple module for downloading financial statements and estimates from financials.morningstar.com
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).
Python stock-data discussion
Python stock-data related posts
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Open Source Stock Analysis and Community Platform
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RustQuant: A Library for Quantitative Finance
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Work with First, Second and Third Order Greeks Through the Finance Toolkit
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Get Financial Data of 345 Companies Within 40 Seconds with the FinanceToolkit
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FundamentalAnalysis: NEW Data - star count:1805.0
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FundamentalAnalysis: NEW Data - star count:1805.0
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FundamentalAnalysis: NEW Data - star count:1805.0
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A note from our sponsor - SaaSHub
www.saashub.com | 3 Dec 2024
Index
What are some of the best open-source stock-data projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | awesome-quant | 18,341 |
| 2 | qlib | 15,629 |
| 3 | yfinance | 14,956 |
| 4 | FinanceToolkit | 2,986 |
| 5 | pandas-datareader | 2,959 |
| 6 | wallstreet | 1,382 |
| 7 | Empyrial | 950 |
| 8 | jqdatasdk | 931 |
| 9 | yahoofinancials | 916 |
| 10 | client-python | 847 |
| 11 | Yahooquery | 790 |
| 12 | Stock-Prediction-Neural-Network-and-Machine-Learning-Examples | 269 |
| 13 | Stocks-Pattern-Analyzer | 225 |
| 14 | mftool | 179 |
| 15 | FAIG | 150 |
| 16 | stock_screener | 129 |
| 17 | fundamental-analysis | 61 |
| 18 | langchain-stock-screener | 32 |
| 19 | yf | 19 |
| 20 | quantclean | 18 |
| 21 | yflive | 18 |
| 22 | pstock | 17 |
| 23 | mfinancials | 14 |
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