Time Series Analysis

Description

These projects provide functionality to process time series data. This includes feature extraction, prediction, trend analysis, and machine learning.

Projects

4

Lines Committed vs. Age Chart (click to view)

Lines Committed vs. Age Chart (click to view)

Projects

Project

Size Score

Trend Score

Byline

Darts

2.25

8.75

A python library for easy manipulation and forecasting of time series.

Prophet

5.0

6.5

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

sktime

4.0

5.5

A unified framework for machine learning with time series

tsfresh

2.25

5.25

TSFRESH automatically extracts 100s of features from time series.