Timeseries Analysis Python Packages

statsmodels

Statsmodels: statistical modeling and econometrics in Python

36.7M 11K 3K

dbl-tempo

API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation

3.2M 342 59

pytimetk

Time series easier, faster, more fun. Pytimetk.

56K 960 84

periodicity-detection

Detect dominant periodicity in equidistant time series

31K 23 3

reservoirpy

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

6K 636 143

kshape

Python implementation of k-Shape

5K 363 106

microprediction

If you can measure it, consider it predicted

4K 375 64

rediz

Supporting community nowcasts at www.microprediction.org

3K 2 4

openseries

Tools to analyze financial timeseries of single assets or portfolios. It is made for daily or less frequent data.

3K 31 4

timecast-nightly

Performant, composable online learning

2K 16 2

timemachines

Predict time-series with one line of code.

2K 437 54

bletl

Package for parsing and transforming BioLector raw data.

1K 8 2

numalogic-prometheus

Numalogic Prometheus based tools

1K 34 10

gendis

Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.

649 105 25

timeseries-cv

Timeseries cross-validation for Neural Networks

526 48 11

timeseriesdatasets

The timeseriesdatasets package provides a comprehensive collection of time series datasets. It includes extensive data on topics such as stock market prices, climate and weather data, energy consumption, air passengers, cryptocurrency, sensor readings, sales records, and global temperature anomalies.

516 2 1