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Top 23 Python Stock Projects
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Project mention: Want to get started using the OpenBB SDK? Explore an example notebooks! | /r/openBB | 2023-06-06
Load Historical Prices
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backtesting.py
:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.
We chose backtesting.py for a backtesting framework. There are several to choose from but that one seems like the most well-supported and actively worked on at the moment.
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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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gym-anytrading
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
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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.
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AlphaPy
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
Project mention: AlphaPy: machine learning framework built on sklearn and pandas. Support pyfolio/xgboost/lightgmb/catboost(gradient boosting on decision tress) etc. Examples include financial market prediction/sports prediction/kaggle. Configurations are set though | /r/algoprojects | 2023-04-29 -
AutoTrader
A Python-based development platform for automated trading systems - from backtesting to optimisation to livetrading.
Project mention: Looking for open source Python code for deep learning model to optimize portfolio | /r/algotrading | 2022-12-22 -
Mergify
Tired of breaking your main and manually rebasing outdated pull requests?. Managing outdated pull requests is time-consuming. Mergify's Merge Queue automates your pull request management & merging. It's fully integrated to GitHub & coordinated with any CI. Start focusing on code. Try Mergify for free.
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Auto-GPT-MetaTrader-Plugin
The AutoGPT MetaTrader Plugin is a software tool that enables traders to connect their MetaTrader 4 or 5 trading account to Auto-GPT.
https://github.com/isaiahbjork/Auto-GPT-MetaTrader-Plugin - a software tool that enables traders to connect their MetaTrader 4 or 5 trading account to Auto-GPT.
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gym-mtsim
A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (Approved by OpenAI Gym)
Project mention: Incorporating Leverage in a Vectorbt Backtest (Crypto/Binance Futures) | /r/algotrading | 2022-09-27https://github.com/AminHP/gym-mtsim might be an option.
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Project mention: optlib: NEW Derivatives and Hedging - star count:250.0 | /r/algoprojects | 2023-04-15
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tuneta
Intelligently optimizes technical indicators and optionally selects the least intercorrelated for use in machine learning models
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tiingo-python
Python client for interacting with the Tiingo Financial Data API (stock ticker and news data)
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Stocks-Pattern-Analyzer
This tool should help discover different patterns based on similarity measures in historical (financial) data
Project mention: Stocks-Pattern-Analyzer: NEW Data - star count:170.0 | /r/algoprojects | 2023-01-28 -
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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 2023-07-23.
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A note from our sponsor - InfluxDB
www.influxdata.com | 21 Sep 2023
Index
What are some of the best open-source Stock projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | OpenBBTerminal | 24,346 |
| 2 | backtesting.py | 4,068 |
| 3 | gym-anytrading | 1,780 |
| 4 | blankly | 1,762 |
| 5 | pybroker | 1,260 |
| 6 | AlphaPy | 960 |
| 7 | AutoTrader | 686 |
| 8 | tstock | 533 |
| 9 | stock | 522 |
| 10 | pyEX | 405 |
| 11 | Auto-GPT-MetaTrader-Plugin | 362 |
| 12 | sec-edgar-downloader | 361 |
| 13 | gym-mtsim | 328 |
| 14 | optlib | 319 |
| 15 | zero-btc-screen | 297 |
| 16 | tuneta | 292 |
| 17 | tiingo-python | 218 |
| 18 | revolut-stocks | 200 |
| 19 | Stocks-Pattern-Analyzer | 195 |
| 20 | TradeRepublicApi | 193 |
| 21 | TradeAlgo | 151 |
| 22 | sec-edgar-financials | 126 |
| 23 | stockbot | 122 |
Collect and Analyze Billions of Data Points in Real Time
Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
www.influxdata.com