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Timeseries Data Python Packages

Python packages with the GitHub topic timeseries-data. Sorted by relevance, with stars and monthly downloads.
databrickslabs
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
microprediction
microprediction

If you can measure it, consider it predicted

4K 375 64
CaptorAB
openseries

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

3K 31 4
daq-tools
influxio

Import and export data into/from InfluxDB.

3K 0 0
google
timecast-nightly

Performant, composable online learning

2K 16 2
microprediction
timemachines

Predict time-series with one line of code.

2K 437 54
biswasr
cits

CITS algorithm for inferring causality from time series data

713 2 1
SynStratos
gregory

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

448 6 1
mselair
mef-tools

High-level lib for reading and writing physiological data into mef file format using python wrapper pymef for meflib.

433 1 0
earthobservations
luftdatenpumpe

Acquire and process live and historical air quality data without efforts. Filter by station-id, sensor-id and sensor-type, apply reverse geocoding, store into time-series and RDBMS databases, publish to MQTT, output as JSON, or visualize in Grafana. Data sources: Sensor.Community (luftdaten.info), IRCELINE, and OpenAQ.

424 37 3
google
timecast

Performant, composable online learning

366 16 2
vrraj
timeseries-sparklines

Lightweight server-side SVG rendering harness for Agentic workflows, SSR applications, dashboards, and APIs — generating sparklines, bar charts, and slicable time-series charts.

362 0 0
SynStratos
outatime

Python framework to manage time series

254 6 1
crate
tsperf

A tool to test performance of time-series databases

148 5 0
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