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Top 23 technical-analysis Open-Source Projects
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awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
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.
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FinGPT
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 | 2024-03-24There is also the open source FinGPT, that is claimed to beat GPT4 in some benchmarks at a fine tuning cost of $17.25.
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InfluxDB
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.
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One such excellent Python library is TA-Lib. (https://github.com/TA-Lib/ta-lib-python)
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pandas-ta
Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 150+ Indicators
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.
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Crypto-Signal
Github.com/CryptoSignal - Trading & Technical Analysis Bot - 4,100+ stars, 1,100+ forks
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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.
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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....
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technicalindicators
A javascript technical indicators written in typescript with pattern recognition right in the browser
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Deep_Learning_Machine_Learning_Stock
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 -
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Stock.Indicators
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
A Python-based development platform for automated trading systems - from backtesting to optimisation to livetrading.
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algo-trader
Trading bot with support for realtime trading, backtesting, custom strategies and much more.
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Not a complete answer but I quite liked https://github.com/markcheno/go-talib for technical indicators.
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cassandre-trading-bot
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.
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Binance-Futures-Trading-Bot
A Technical Analysis Bot that trades leveraged USDT futures markets on Binance.
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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 2024-03-24.
technical-analysis related posts
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- My resignation letter as R7RS-large chair
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- Help recreating ta-lib python MACDFIX in pure python
- Option Analysis
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Index
What are some of the best open-source technical-analysis projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | awesome-quant | 15,828 |
| 2 | FinGPT | 11,334 |
| 3 | ta-lib-python | 8,957 |
| 4 | pandas-ta | 4,708 |
| 5 | Crypto-Signal | 4,700 |
| 6 | ta | 4,028 |
| 7 | zvt | 2,971 |
| 8 | OctoBot | 2,844 |
| 9 | FinanceToolkit | 2,333 |
| 10 | technicalindicators | 2,068 |
| 11 | ta4j | 1,949 |
| 12 | pycryptobot | 1,937 |
| 13 | Deep_Learning_Machine_Learning_Stock | 1,139 |
| 14 | fooltrader | 1,121 |
| 15 | Stock.Indicators | 873 |
| 16 | AutoTrader | 843 |
| 17 | techan | 790 |
| 18 | algo-trader | 737 |
| 19 | go-talib | 726 |
| 20 | technical | 691 |
| 21 | cassandre-trading-bot | 550 |
| 22 | trading-signals | 533 |
| 23 | Binance-Futures-Trading-Bot | 489 |
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