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Top 20 Python Investment Projects
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Project mention: I can't do anything thing with text appearing like this. I can't even understand what am I typing | /r/openBB | 2023-05-19
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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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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backtesting.py
:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.
Project mention: Anyone here built backtest/alpha visualization/exploration dashboard(s)? | /r/algotrading | 2023-03-31https://kernc.github.io/backtesting.py/ offers nice way to zoom backtesting. It has some bugs, but good for visualization.
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financial-machine-learning
A curated list of practical financial machine learning tools and applications.
Project mention: How come most deep learning courses don't include any content about modeling time series data from financial industry, e.g. stock price? | /r/learnmachinelearning | 2023-03-19 -
blankly
🚀 💸 Easily build, backtest and deploy your algo in just a few lines of code. Trade stocks, cryptos, and forex across exchanges w/ one package.
Looks interesting.
I recently came across this newer platform Blankly with similar goals, it has great docs and easy to get started
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Project mention: surpriver: Machine learning algo to detect anomaly in equities data. Uses sklearn [IsolationForest](https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html) model and price/volume based technical signals as features us | /r/algoprojects | 2023-04-01
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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Project mention: Existing scripts for backtesting the magic formula locally? | /r/investing | 2023-06-01
So are there any existing scripts (python, pinescript, etc) around that I can use as a starting point for running these simulations locally on my computer? If not, which frameworks would you recommend me looking into? I came across https://github.com/edtechre/pybroker which looks promising, but I'm open for other suggestions.
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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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DCF
Basic Discounted Cash Flow library written in Python. Automatically fetches relevant financial documents for chosen company and calculates DCF based on specified parameters.
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valinvest
A value investing tool based on Warren Buffett, Joseph Piotroski and Benjamin Graham thoughts
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I created a tool degiro-trading-tracker ,which helps you keep track of your investments (invested amount & realized gains).
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insidebarscanner
Scan every stock listed on the Nasdaq to find those with daily inside bars for trading,
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anchor-earnings
Calculates and displays anchor protocol earnings and yields for a given wallet address
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You may see my classification approach on Github.
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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 2023-06-03.
Python Investment related posts
- I can't do anything thing with text appearing like this. I can't even understand what am I typing
- Download error
- Ya ok, shove that butterfly up your fat ass. Don't at me, just stop your bullshit.
- CNBC no longer showing CDS data for certain institutions (03/26/2023) - JPMCD5, BACCD5, WFCCD5
- Trouble installing OpenBB, beed help?
- Free Open Source Bloomberg terminal based in Python
- Can’t afford Bloomberg Terminal? No prob, I built the next best thing
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A note from our sponsor - #<SponsorshipServiceOld:0x00007f0922e17238>
www.saashub.com | 5 Jun 2023
Index
What are some of the best open-source Investment projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | OpenBBTerminal | 22,296 |
| 2 | vnpy | 21,001 |
| 3 | qlib | 11,027 |
| 4 | backtesting.py | 3,692 |
| 5 | financial-machine-learning | 3,400 |
| 6 | blankly | 1,620 |
| 7 | surpriver | 1,588 |
| 8 | pybroker | 834 |
| 9 | Empyrial | 731 |
| 10 | invest-alchemy | 608 |
| 11 | DCF | 270 |
| 12 | valinvest | 123 |
| 13 | finam-export | 93 |
| 14 | Beibo | 59 |
| 15 | dcf-basic | 20 |
| 16 | degiro-trading-tracker | 19 |
| 17 | insidebarscanner | 9 |
| 18 | anchor-earnings | 8 |
| 19 | fcore | 5 |
| 20 | hampp | 2 |
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