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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Tired of breaking your main and manually rebasing outdated pull requests?. Managing outdated pull requests is time-consuming.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.
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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 | |
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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 |