xarizmi 0.11.0

Xarizmi (read Khwarizmi) project is an educational project that contains tools for technical analysis in Python.

Xarizmi

Xarizmi (read Khwarizmi) project is an educational project that contains tools for technical analysis in Python.

Installation

pip install xarizmi

If you encounter error in installation use Anaconda and then install ta-lib using: bash conda install -c conda-forge ta-lib and then install other packages.

Example

Build Candlestick

from xarizmi.candlestick import Candlestick
c = Candlestick(
    **{
        "open": 2,
        "low": 1,
        "high": 4,
        "close": 3,
    }
)

Indicators

OBV Indicator

from xarizmi.candlestick import CandlestickChart
from xarizmi.ta.obv import OBVIndicator

# assuming btc_usdt_monthly_data is defined (similar to tests/conftest.py)
c = CandlestickChart.model_validate({"candles": btc_usdt_monthly_data})

obv_indicator = OBVIndicator(candlestick_chart=c, volume='amount')
obv_indicator.compute()
print(obv_indicator.indicator_data)
obv_indicator.plot()