python technical analysis library

It is a Technical Analysis library to financial time series datasets (open, close, high, low, volume). You can use it to do feature engineering from financial datasets. It is built on Python Pandas library.

TA-Lib

ta-lib.org

TA-Lib - Technical Analysis Library

Core written in C/C++ with API also available for Python, R, Ruby, and Zig.

Discussions

Technical Analysis libraries

TA-lib and pandas-ta have already been mentioned, so just for the sake of alternatives, Tulip indicators More on reddit.com

r/algotrading

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36

December 24, 2022

Which python library best for getting technical indicators data from OHLC.

https://github.com/mrjbq7/ta-lib More on reddit.com

r/algotrading

30

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January 4, 2020

finance - Python technical analysis library with streaming support - Stack Overflow

There are good technical analysis libraries for Python like pandas_ta or ta-lib. However, I could not find a way how I can analyze streaming data. Let me explain what I mean. For example, I have an... More on stackoverflow.com

stackoverflow.com

Important python libraries?

Completely depends on the task at hand. For data processing for example, probably pandas. It's best to learn whatever you need to accomplish the next step towards achieving your objective, whatever that may be.

Videos

23:24

YouTube

Interactive Technical Analysis Tool in Python (SMA, RSI, BBANDS) ...

August 18, 2024

youtube.com

Top Technical Analysis (TA) libraries in python

29:47

YouTube

Technical Stock Analysis Made Easy in Python - YouTube

Technical Analysis in Python Made Easy with Pandas TA - YouTube

February 6, 2026

09:16

YouTube

Top Technical Analysis (TA) libraries in python - YouTube

September 9, 2022

View all

PyPI

pypi.org › project › technical-analysis

technical-analysis · PyPI

This package aims to provide an extensible framework for working with various TA tools. This includes, but is not limited to: candlestick patterns, technical overlays, technical indicators, statistical analysis, and automated strategy backtesting.

      » pip install technical-analysis

Published Mar 13, 2025

Version 0.0.7

QuantInsti

quantinsti.com › articles › python-trading-library

Python Trading Libraries for Algo Trading and Stock Analysis

March 19, 2026 - Python trading library guide covering data fetching, manipulation, technical analysis, plotting, backtesting, and machine learning for algorithmic trading and stock analysis.

GitHub

github.com › bukosabino › ta

GitHub - bukosabino/ta: Technical Analysis Library using Pandas and Numpy · GitHub

Technical Analysis Library using Pandas and Numpy. Contribute to bukosabino/ta development by creating an account on GitHub.

Starred by 5K users

Forked by 1.1K users

Languages Jupyter Notebook 83.8% | Python 16.2%

Technical Analysis Library in Python

technical-analysis-library-in-python.readthedocs.io › en › stable › ta.html

Documentation — Technical Analysis Library in Python 0.1.4 documentation

It is a Technical Analysis library useful to do feature engineering from financial time series datasets (Open, Close, High, Low, Volume).

Pandas-ta

pandas-ta.dev

Pandas TA - Pandas TA

A popular and comprehensive Technical Analysis Library in Python 3 that leverages numba and numpy for accuracy and performance, and pandas for simplicity and bulk processing.

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reddit.com › r/algotrading › technical analysis libraries

r/algotrading on Reddit: Technical Analysis libraries

December 24, 2022 -

Leave your "TA doesn't work" shit at home, go troll the next post. What are the best libraries for technical analysis, identifying some patterns and trendlines so I don't have to hard code these things. Language doesn't matter.

Top answer

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TA-lib and pandas-ta have already been mentioned, so just for the sake of alternatives, Tulip indicators

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Have you looked TA-Lib ?

Medium

medium.com › @jordan.delaney › quick-start-guide-introduction-to-technical-analysis-in-python-using-ta-lib-65928f62fb3c

Quick Start Guide: Introduction to Technical Analysis in Python Using Ta-Lib | by Jordan Delaney | Medium

March 10, 2024 - Quick Start Guide: Introduction to Technical Analysis in Python Using Ta-Lib Unlock Trading Insights: Learn Essential Technical Analysis Techniques in Python with Ta-Lib What Technical Analysis …

Interactive Brokers

interactivebrokers.com › campus › ibkr-quant-news › implementing-technical-indicators-in-python-for-trading

Implementing Technical Indicators in Python for Trading

November 11, 2024 - Investopedia Technical Analysis: A detailed guide on various technical analysis concepts and indicators, providing both theoretical and practical insights. TA-Lib: A Python wrapper for the TA-Lib library, which provides a wide range of technical ...

PyPI

pypi.org › project › ta

ta · PyPI

Technical Analysis Library in Python

      » pip install ta

Published Nov 02, 2023

Version 0.11.0

Homepage https://github.com/bukosabino/ta

LSEG

developers.lseg.com › home › article catalog › create technical analysis triggers and signals using the lseg data library for python

Create Technical Analysis triggers and signals using the LSEG Data Library for Python | Devportal

Create technical analysis triggers and visually identify signals with the LSEG Data Library for Python

GitHub

github.com › ta-lib › ta-lib-python

GitHub - TA-Lib/ta-lib-python: Python wrapper for TA-Lib (http://ta-lib.org/). · GitHub

This is a Python wrapper for TA-LIB based on Cython instead of SWIG. From the homepage: TA-Lib is widely used by trading software developers requiring to perform technical analysis of financial market data.

Starred by 11.9K users

Forked by 2K users

Languages Cython 70.1% | Python 29.2%

reddit.com › r/algotrading › which python library best for getting technical indicators data from ohlc.

r/algotrading on Reddit: Which python library best for getting technical indicators data from OHLC.

January 4, 2020 -

I am using finta and stockstats and noticed that their result for technical indicator doesn't match even for simple RSI. Is there any good python library for that?