Getting indicators based on smart money concepts or ICT
Project description
Smart Money Concepts (smc) BETA
The Smart Money Concepts Python Indicator is a sophisticated financial tool developed for traders and investors to gain insights into market sentiment, trends, and potential reversals. This indicator is built using Python, a versatile programming language known for its data analysis and visualization capabilities.
Installation
pip install smartmoneyconcepts
Usage
from smartmoneyconcepts import smc
Prepare data to use with smc:
smc expects properly formated ohlc DataFrame, with column names in lowercase: ["open", "high", "low", "close"] and ["volume"] for indicators that expect ohlcv input.
Indicators
FVG - Fair Value Gap Highs and Lows BOS/CHoCH - Break of Structure / Change of Character OB - Order Block Liquidity
Examples
Please take a look at smc.test.py for more detailed examples on how each indicator works.
smc.fvg(ohlc)
smc.highs_lows(ohlc, window=5)
smc.bos_choch(ohlc, window=5, range_percent=0.01)
smc.ob(ohlc)
smc.liquidity(ohlc, range_percent=0.01)
Contributing
This project is still in BETA so please feel free to contribute to the project. By creating your own indicators or improving the existing ones.
- Fork it (https://github.com/joshyattridge/smartmoneyconcepts/fork).
- Study how it's implemented.
- Create your feature branch (git checkout -b my-new-feature).
- Run black code formatter on the finta.py to ensure uniform code style.
- Commit your changes (git commit -am 'Add some feature').
- Push to the branch (git push origin my-new-feature).
- Create a new Pull Request.
Project details
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