Python stock-market

Open-source Python projects categorized as stock-market
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Topics: Python Finance Stocks Stock stock-data
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Top 23 Python stock-market Projects

  • financial-machine-learning

    A curated list of practical financial machine learning tools and applications.

    Project mention: financial-machine-learning: NEW Other Models - star count:5115.0 | /r/algoprojects | 2023-12-10

  • pandas-ta

    Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 150+ Indicators

    Project mention: Help recreating ta-lib python MACDFIX in pure python | /r/algotrading | 2023-05-03

    I do not know what is the difference between MACD and MACDFIX but maybe you can take a look how MACD is implemented in pandas_ta library and modify it a bit to achive a behavior you want.

  • 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.

  • zvt

    modular quant framework.

  • Clairvoyant

    Software designed to identify and monitor social/historical cues for short term stock movement

    Project mention: Short-Term Movement Cues: Identify social/historical cues for short term stock movement. Sklearn SVM model is used and good visualization coded in matplotlib Other Models - star count:2370.0 | /r/algoprojects | 2023-08-15

  • stocksight

    Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

  • bulbea

    :boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling

  • alpaca-trade-api-python

    Python client for Alpaca's trade API

  • InfluxDB

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  • robin_stocks

    This is a library to use with Robinhood Financial App. It currently supports trading crypto-currencies, options, and stocks. In addition, it can be used to get real time ticker information, assess the performance of your portfolio, and can also get tax documents, total dividends paid, and more. More info at

  • fooltrader

    quant framework for stock

  • Empyrial

    AI and data-driven quantitative portfolio management library for portfolio risk and performance analysis 投资组合管理

  • Yahooquery

    Python wrapper for an unofficial Yahoo Finance API

    Project mention: Unofficial Yahoo Finance API is down (again) | news.ycombinator.com | 2023-10-26

  • tstock

    📈A command line tool to view stock charts in the terminal.

  • sec-edgar-downloader

    📈 Download filings from the SEC EDGAR database using Python

    Project mention: sec-edgar-downloader: NEW Data - star count:322.0 | /r/algoprojects | 2023-05-06

  • pyEX

    Python interface to IEX and IEX cloud APIs

  • tuneta

    Intelligently optimizes technical indicators and optionally selects the least intercorrelated for use in machine learning models

  • twelvedata-python

    Twelve Data Python Client - Financial data API & WebSocket

    Project mention: Webflow Crypto Market Data Ticker | /r/webflow | 2023-12-07

    I'd suggest Twelve Data for the financial data feed, if you have a budget for this: https://twelvedata.com/

  • deep-RL-trading

    playing idealized trading games with deep reinforcement learning

  • stock-bot

    An application that allows you to design and test your own stock trading algorithms in an attempt to beat the market.

  • Stock-Prediction-Neural-Network-and-Machine-Learning-Examples

    Examples of python neural net and ML stock prediction methods with sample stock data.

    Project mention: Hyperparameter tuning neural networks on financial data | /r/quant | 2023-10-19

    Code on GitHub

  • tiingo-python

    Python client for interacting with the Tiingo Financial Data API (stock ticker and news data)

  • Stocks-Pattern-Analyzer

    This tool should help discover different patterns based on similarity measures in historical (financial) data

  • TradeAlgo

    Stock trading algorithm written in Python for TD Ameritrade.

  • FAIG

    Fully Automated IG Trading

    Project mention: Ask HN: How did you get started with trading | news.ycombinator.com | 2023-05-31

    In the past, I was heavily involved in retail trading, navigating the financial waves manually. The realization that I could automate my trading strategies was a game-changer. Eager to optimize my workflow, I dove headfirst into learning Python in a more detailed way and began crafting my trading tools.

    This led me to create FAIG, which you can explore here: https://github.com/tg12/FAIG

    To my surprise, it gathered momentum on Reddit. But take it from me, a lot of the chatter on algotrading is mere noise rather than insightful wisdom.

    But FAIG is not my only creation. I have a treasure trove of other coding repositories where I occasionally unveil some of my custom trading scripts. You can check out one of these at https://github.com/tg12/hft_sig_trend

    Remember, the key is to strategize and then automate. Bring precision and efficiency to your trading.

  • SaaSHub

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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 2023-12-10.

Python stock-market related posts

Index

What are some of the best open-source stock-market projects in Python? This list will help you:

Project Stars
1 financial-machine-learning 5,495
2 pandas-ta 4,708
3 zvt 2,971
4 Clairvoyant 2,395
5 stocksight 1,980
6 bulbea 1,969
7 alpaca-trade-api-python 1,681
8 robin_stocks 1,613
9 fooltrader 1,121
10 Empyrial 860
11 Yahooquery 728
12 tstock 556
13 sec-edgar-downloader 434
14 pyEX 404
15 tuneta 374
16 twelvedata-python 346
17 deep-RL-trading 342
18 stock-bot 284
19 Stock-Prediction-Neural-Network-and-Machine-Learning-Examples 261
20 tiingo-python 237
21 Stocks-Pattern-Analyzer 215
22 TradeAlgo 157
23 FAIG 144

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