Top 23 technical-analysis Open-Source Projects

• awesome-quant

  18 15,977 8.8 Python

  A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

Project mention: RustQuant: A Library for Quantitative Finance | news.ycombinator.com | 2024-02-01

No, it looks more like a Rust equivalent of libraries like ffn (financial functions for python) or many of the other ones listed here https://github.com/wilsonfreitas/awesome-quant

Using rust to do exploratory analysis in python seems like a misguided idea. But using rust to productize models that have performance and accuracy sensitivities, the things that C/C++ is still used for, indeed sounds like a good idea.

Most of the python libraries used in finance, like numpy/pandas, call out to C for performance reasons; the libraries are essentially python bindings + syntax to C functions. It would be interesting to think about replacing that backend with rust.

• FinGPT

  11 11,485 9.5 Jupyter Notebook

  FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

  

Project mention: GPT-4, without specialized training, beat a GPT-3.5 class model that cost $10B | news.ycombinator.com | 2024-03-24

There is also the open source FinGPT, that is claimed to beat GPT4 in some benchmarks at a fine tuning cost of $17.25.

https://github.com/AI4Finance-Foundation/FinGPT

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• ta-lib-python

  23 9,009 7.3 Cython

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

  

Project mention: Why is my RSI coming up incorrect? | /r/IndianStreetBets | 2023-06-08

One such excellent Python library is TA-Lib. (https://github.com/TA-Lib/ta-lib-python)

• pandas-ta

  17 4,756 0.0 Python

  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.

• Crypto-Signal

  1 4,709 0.0 Python

  Github.com/CryptoSignal - Trading & Technical Analysis Bot - 4,100+ stars, 1,100+ forks

  

• ta

  10 4,036 6.9 Jupyter Notebook

  Technical Analysis Library using Pandas and Numpy

• zvt

  1 2,989 6.0 Python

  modular quant framework.

  

• WorkOS

  workos.com featured

  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.

  

• OctoBot

  3 2,916 9.4 Python

  Open source crypto trading bot

  

• FinanceToolkit

  63 2,364 9.7 Python

  Transparent and Efficient Financial Analysis

Project mention: Work with First, Second and Third Order Greeks Through the Finance Toolkit | news.ycombinator.com | 2024-01-17

Over the last year I've spend a significant amount of time creating a Finance Toolkit in Python, it currently features over 150+ different metrics such as financial ratios, models, risk and performance metrics, technical indicators, macro-economic parameters and since today also all Greeks.

The Finance Toolkit is written in Python and is meant as a free solution to acquire a large range of financial metrics. My goal is to make financial calculations accessible to everyone as there is no point in reinventing the wheel over and over again which I've seen countless of times happen given that I work in the Financial Sector myself.

If you are interested give it a go: https://github.com/JerBouma/FinanceToolkit and find the recent release notes here that talk about the Greeks: https://github.com/JerBouma/FinanceToolkit/releases/tag/v.1....

• technicalindicators

  1 2,097 0.0 JavaScript

  A javascript technical indicators written in typescript with pattern recognition right in the browser

• ta4j

  5 1,964 8.0 Java

  A Java library for technical analysis.

  

• pycryptobot

  13 1,939 7.1 Python

  Python Crypto Bot (PyCryptoBot)

• Deep_Learning_Machine_Learning_Stock

  48 1,148 6.1 Jupyter Notebook

  Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.

Project mention: Deep_Learning_Machine_Learning_Stock: NEW Deep Learning And Reinforcement Learning - star count:1017.0 | /r/algoprojects | 2023-12-10

• fooltrader

  1 1,124 0.0 Python

  quant framework for stock

• Stock.Indicators

  68 883 8.3 C#

  Stock Indicators for .NET is a C# NuGet package that transforms raw equity, commodity, forex, or cryptocurrency financial market price quotes into technical indicators and trading insights. You'll need this essential data in the investment tools that you're building for algorithmic trading, technical analysis, machine learning, or visual charting.

Project mention: Stock.Indicators: list of technical indicators implemented in c#. Full list and explanation available [here](https://daveskender.github.io/Stock.Indicators/docs/INDICATORS.html). This list contains several indicators that ta-lib does not cover Other | /r/algoprojects | 2023-07-31

• AutoTrader

  1 853 8.5 Python

  A Python-based development platform for automated trading systems - from backtesting to optimisation to livetrading.

• techan

  0 796 0.0 Go

  Technical Analysis Library for Golang

• algo-trader

  4 744 4.4 Python

  Trading bot with support for realtime trading, backtesting, custom strategies and much more.

Project mention: Algo-trader vs. PyBroker | /r/algotrading | 2023-05-10

• go-talib

  3 726 0.0 Go

  A pure Go port of TA-Lib (http://ta-lib.org)

Project mention: Algorithmic Trading with Go | news.ycombinator.com | 2023-06-30

Not a complete answer but I quite liked https://github.com/markcheno/go-talib for technical indicators.

• technical

  1 698 8.9 Python

  Various indicators developed or collected for the Freqtrade

  

• cassandre-trading-bot

  7 553 8.1 Java

  Create your Java crypto trading bot in minutes. Our Spring boot starter takes care of exchange connections, accounts, orders, trades, and positions so you can focus on building your strategies.

  

• trading-signals

  1 539 8.5 TypeScript

  Technical indicators to run technical analysis with JavaScript & TypeScript. 📈

• Binance-Futures-Trading-Bot

  2 497 6.7 Python

  A Technical Analysis Bot that trades leveraged USDT futures markets on Binance.

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

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• A note from our sponsor - InfluxDB
  www.influxdata.com | 30 Apr 2024

  Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

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