iskode / pytimetk

The time series toolkit for python.

TimeTK

The time series toolkit for Python

This library is currently under development and is not intended for general usage yet. Functionality is experimental until release 0.1.0.

Installation

To install timetk using Poetry, follow these steps:

1. Prerequisites

Make sure you have Python 3.9 or later installed on your system.

2. Install Poetry

To install Poetry, you can use the official installer provided by Poetry. Do not use pip.

3. Clone the Repository

Clone the timetk repository from GitHub:

git clone https://github.com/business-science/pytimetk

4. Install Dependencies

Use Poetry to install the package and its dependencies:

install poetry

or you can create a virtualenv with poetry and install the dependencies

poetry shell
poetry install

Usage

This is a simple code to test the function summarize_by_time:

import timetk
import pandas as pd

df = timetk.data.load_dataset('bike_sales_sample')
df['order_date'] = pd.to_datetime(df['order_date'])

df \
    .summarize_by_time(
        date_column='order_date', 
        value_column= 'total_price',
        groups = "category_2",
        freq = "M",
        kind = 'timestamp',
        agg_func = ['mean', 'sum']
    )