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Top 20 Python technical-analysis Projects
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awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
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pandas-ta
Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 150+ Indicators
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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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Crypto-Signal
Github.com/CryptoSignal - Trading & Technical Analysis Bot - 4,100+ stars, 1,100+ forks
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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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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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Binance-Futures-Trading-Bot
A Technical Analysis Bot that trades leveraged USDT futures markets on Binance.
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tuneta
Intelligently optimizes technical indicators and optionally selects the least intercorrelated for use in machine learning models
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automating-technical-analysis
Using data analytics of popular trading strategies and indicators, to identify best trading actions based solely on the price action.
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RSI-divergence-detector
RSI divergence detector finds regular and hidden bullish and bearish divergences
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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.
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.
Project mention: Work with First, Second and Third Order Greeks Through the Finance Toolkit | news.ycombinator.com | 2024-01-17Over 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....
Project mention: automating-technical-analysis: NEW Data - star count:117.0 | /r/algoprojects | 2023-06-05
You may see my classification approach on Github.
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).
Python technical-analysis related posts
- Help recreating ta-lib python MACDFIX in pure python
- How to detect price action?
- API for indicators
- tuneta: NEW Other Models - star count:203.0
- tuneta: NEW Other Models - star count:203.0
- tuneta: NEW Other Models - star count:203.0
- tuneta: NEW Other Models - star count:203.0
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Index
What are some of the best open-source technical-analysis projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | awesome-quant | 15,910 |
| 2 | pandas-ta | 4,732 |
| 3 | Crypto-Signal | 4,701 |
| 4 | zvt | 2,981 |
| 5 | OctoBot | 2,916 |
| 6 | FinanceToolkit | 2,343 |
| 7 | pycryptobot | 1,939 |
| 8 | fooltrader | 1,124 |
| 9 | AutoTrader | 849 |
| 10 | algo-trader | 742 |
| 11 | technical | 697 |
| 12 | Binance-Futures-Trading-Bot | 491 |
| 13 | tuneta | 376 |
| 14 | fast-trade | 336 |
| 15 | automating-technical-analysis | 216 |
| 16 | TAcharts | 153 |
| 17 | soltrade | 109 |
| 18 | RSI-divergence-detector | 70 |
| 19 | fcore | 20 |
| 20 | fwoba | 4 |
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