Updated: Apr 7, 2023
Guide Kit Python Stock Indicator Library helps analyze and visualize financial market data. It will help analyze the performance of a particular index or stock. These libraries offer technical indicators like Bollinger Bands, Moving Averages, RSI, and MACD. These libraries offer easy-to-use APIs. Libraries help fetch stock prices and other financial data from different sources.
Some libraries can help create visualizations like scatter plots, line, and candlestick charts. These charts will help investors and traders to understand the data better. Libraries that can be used for deep learning and machine learning models. These will help predict future stock prices depending on historical data. Some libraries help test trading strategies using historical data to determine profitability.
Here are the 12 best Python Stock Indicator libraries to help developers:
examples-of-web-crawlers:
- The ability to manage the crawled URLs and follow links to new pages.
- The ability to handle many requests to many web pages to improve efficiency and speed.
- The ability to use proxy servers to hide the IP address and avoid being detected or blocked by websites.
examples-of-web-crawlersby shengqiangzhang
12136 Version:Current一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、微信读书、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. )
examples-of-web-crawlersby shengqiangzhang
Python 12136 Version:Current License: Permissive (MIT)
abu:
- Offers a simple and user-friendly interface for data extraction and web crawling.
- Offers built-in data processing and storage functions like data filtering, cleaning, and storage.
- Offers data analysis functions like correlation analysis, trend analysis, and data visualization.
abuby bbfamily
10063 Version:1.3.0阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构
abuby bbfamily
Python 10063 Version:1.3.0 License: Strong Copyleft (GPL-3.0)
akshare:
- Help users easily acquire financial data and information from different sources.
- Offers various financial data like economic indicators, corporate financial statements, and stock prices.
- Offers real time data updates for many financial instruments.
akshareby akfamily
6666 Version:release-v1.10.25AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库
akshareby akfamily
Python 6666 Version:release-v1.10.25 License: Permissive (MIT)
rqalpha:
- Allows users to backtest and trade using historical and real time data.
- Offers a trading simulator to simulate trading activities in a real trading environment.
- Offers real time market data from Yahoo Finance, Wind, and RQData.
rqalphaby ricequant
4870 Version:release/4.16.2A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities
rqalphaby ricequant
Python 4870 Version:release/4.16.2 License: Others (Non-SPDX)
stock:
- Is a Python library designed for working with stock data from the Chinese stock market.
- Offers access to financial statements, market news, and stock prices.
- Allows users to aggregate data from different sources.
- Customize the data in different ways like format, calculation, and frequency.
stockby Rockyzsu
4171 Version:Current30 days to master quantitative trading (continuously updated)
stockby Rockyzsu
Python 4171 Version:Current License: Permissive (BSD-3-Clause)
alpha_vantage:
- Offers financial data APIs for developers and is a Python wrapper for these APIs.
- Offers historical and real time data for many financial instruments.
- Offers a simple and user-friendly interface for accessing financial data.
alpha_vantageby RomelTorres
3939 Version:2.3.1A python wrapper for Alpha Vantage API for financial data.
alpha_vantageby RomelTorres
Python 3939 Version:2.3.1 License: Permissive (MIT)
zvt:
- Is designed for analysis, trading strategy development, and financial data collection.
- Allows users to aggregate data from different sources.
- Customize the data in different ways like format, calculation, and frequency.
- Offers a backtesting engine to test their trading strategies using historical data.
MachineLearningStocks:
- Is designed to be highly extensible.
- Is an intuitive template project applying machine learning to making stock predictions.
- Allows to acquire fundamental historical data like predictors or features.
- Can use a machine learning model to learn from and preprocess data.
MachineLearningStocksby robertmartin8
1482 Version:CurrentUsing python and scikit-learn to make stock predictions
MachineLearningStocksby robertmartin8
Python 1482 Version:Current License: Permissive (MIT)
Personae:
- Helps with implementation of Supervised Learning and Deep Reinforcement Learning for Quantitative Trading.
- Helps create and manage character profiles in novels, role-playing games, or other projects.
- Help writers create well-rounded characters with motivations, behaviors, and consistent traits.
Personaeby Ceruleanacg
1249 Version:Current📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.
Personaeby Ceruleanacg
Python 1249 Version:Current License: Permissive (MIT)
stockstats:
- Offers a collection of methods for calculating different technical indicators for financial data.
- Supports different financial data formats like pandas dataframe, numpy array, and CSV.
- Is a useful tool for financial analysts and traders who want to analyze financial data.
- Also, it can help make informed decisions based on technical analysis.
stockstatsby jealous
1139 Version:v0.5.2Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.
stockstatsby jealous
Python 1139 Version:v0.5.2 License: Others (Non-SPDX)
openctp:
- Is used to develop trading systems that use the CTP protocol.
- Offers an easy-to-use interface to connect to the CTP trading platform.
- Helps retrieve real-time market data and send and manage orders.
- Robust logging and error handling capabilities to help identify and resolve issues.
openctpby openctp
1208 Version:CurrentThe CTP open platform provides A-shares, Hong Kong stocks, U.S. stocks, futures, options and other access channels for all varieties, through providing various channels such as Zhongtai Securities XTP, Huaxin Securities Singularity, Orient Securities OST, Orient Fortune Securities EMT, Interactive Brokers TWS, etc. CTP API interface, the CTP program can seamlessly connect to each stock counter. The platform also provides a simulation environment based on the TTS trading system, and also provides a CTPAPI compatible interface, which can replace Simnow and provide a 7x24 available simulation environment for CTP quantitative trading developers.
openctpby openctp
Python 1208 Version:Current License: Permissive (BSD-3-Clause)
fooltrader:
- Is a Python library for retrieving, processing, and analyzing financial market data.
- Helps collect and process data from company filings, stock prices, and news articles.
- Support for backtesting trading strategies using historical market data.
fooltraderby foolcage
1057 Version:0.1.0quant framework for stock