timeseries-data 开源项目推荐（71 个）

yaorg /node-measured

A Node metrics library for measuring and reporting application-level metrics, inspired by Coda Hale, Yammer Inc's Dropwizard Metrics Libraries

microprediction /timemachines

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

microprediction /microprediction

If you can measure it, consider it predicted

databrickslabs /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

zamanzadeh /ts-anomaly-benchmark

Time-Series Anomaly Detection Comprehensive Benchmark

facontidavide /data_tamer

C++ library for Fearless Timeseries Logging

mbonvini /TimeSeriesMaker

Simple app to generate hand-drawn time series

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.

sarincr /Time-series-analysis-using-Python

Time series analysis comprises methods for analyzing time series data in order to extract meaningful statistics and other characteristics of the data.

CaptorAB /openseries

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

Hadar933 /AdaptiveSpectrumLayer

Official PyTorch Implementation for the "A Deep Inverse-Mapping Model for a Flapping Robotic Wing" Paper (ICLR 2025)

DOI-USGS /ncdfgeom

NetCDF-CF Geometry and Timeseries Tools for R: https://code.usgs.gov/water/ncdfgeom

emma-holmes /Phase-Coherence-for-Python

Function to calculate consistency of phase at a given frequency across measurements

google /timecast

Performant, composable online learning

SMAC-Group /simts

⏳ Time Series Tools R package provides a series of tools to simulate, plot, estimate, select and forecast different time series models.

sfrechette /stream-sequelize-node

Ingest sample Market Orders Data feed from PubNub to Postgres with TimescaleDB extension installed and enabled for time series analysis.

KDD-OpenSource /data-generation

The repository provides a synthetic multivariate time series data generator. The implementation is an extention of the cylinder-bell-funnel time series data generator. The scipt enables synthetic data generation of different length, dimensions and samples.

austinheap /laravel-database-influxdb

A package for accessing InfluxDB from Laravel 5.5+, based on configuration settings.

hyperbyte-cloud /hyperbytedb

HyperbyteDB is a time-series database written in Rust that provides InfluxDB v1 API compatibility, uses embedded ClickHouse (chDB) for queries and native MergeTree storage, and RocksDB for WAL/metadata. It supports master-master clustering for replication.

milpol /gorilla4j

Implementation of time series compression method based on the Facebook Gorilla paper