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Statlab package

Project description

Statlab

This Python 3.5+ allows to calculate all required statistical models including but not limited to: feature selection, risks calculation, volatility models, Monte Carlo simulations

Getting Started

This package will help you conduct exploratory data analysis, check data relationships, remove or replace empty values using numpy. Also this package implements various methods for calculating financial risks, simulating Monte Carlo based on stochastic differential equations, models like ARIMA and more.

Prerequisites

You need to have python installed and the following packages: numpy, scipy, statsmodels, pandas, minepy, bokeh, sklearn, catboost, tabulate.

Installing

To install this package you can run the following command

pip install statlab

Running the tests

In progress

Authors

License

This project is licensed under the MIT License - see the LICENSE.md file for details

Project details


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