Timeseries Analysis Python Packages

statsmodels

Statsmodels: statistical modeling and econometrics in Python

33.6M 12K 4K

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

1.8M 346 60

periodicity-detection

Detect dominant periodicity in equidistant time series

18K 23 3

pytimetk

Time series easier, faster, more fun. Pytimetk.

16K 966 85

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

microprediction

If you can measure it, consider it predicted

3K 377 64

reservoirpy

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

2K 659 156

timemachines

Temporal online machines: streaming anomaly detection with calibrated p-values, built on skaters

1K 443 54

poriscope

An extensible plugin-based analysis framework for nanopore data

1K 1 2

numalogic-prometheus

AIOps for metrics in Prometheus

952 33 10

bletl

Parsing and data analysis with BioLector microbioreactor data.

905 8 2

kshape

Python implementation of k-Shape

879 367 106

timecast-nightly

Performant, composable online learning

728 16 2

horaedb-client

Apache HoraeDB (Incubating) Python Client.

426 10 6

matrixprofile-ts

A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile

421 741 108

gregory

Python framework to manage time series structured as one-level dictionaries.

395 6 1

gendis

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

345 105 24

outatime

Python framework to manage time series

279 6 1

timeseries-cv

Time-Series Cross-Validation Module

234 47 11

timecast

Performant, composable online learning

192 16 2

tsforecasting

TSForecasting: Automated Time Series Forecasting Framework

160 30 1

pytsal

An easy to use low-code open-source python framework for Time Series analysis, visualization, forecasting along with AutoTS

153 40 7

napari-time-series-plotter

A napari Plugin for visualisaton of pixel values over time (t+ nD) as graphs.

142 14 5