ftsf 0.0.2.3

Package for financial time series forecasting.

ftsf

This package provides high-level interface to work with financial time series forecasting models.

Installation

To install this package run command:

pip install ftsf

Usage

The usage of package is simple:

from ftsf.model import Model
from ftsf.preprocessing import get_data
x_train, x_test, y_train, y_test, scaler = get_data('AAPL', length=15)
model = Model('LSTM x2', lag = 15)
model.fit(x_train, y_train) model.evaluate(x_test, y_test, scaler)
{'mse' : 0.679, 'mae' : 0.8291, 'mape' : 0.00783, 'r2' : 0.98778}