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Time Series

221 projects

Showing 36 of 221 projects

Upgini
UpginiPython

An intelligent data search and enrichment library for machine learning that automatically finds and adds relevant external features to ML pipelines.

#python-library#data-science#kaggle
Stars356
Forks26
Last commit1 day ago
prometheus
prometheusErlang

An Erlang client library for the Prometheus monitoring system, providing metrics collection and exposition.

#devops#observability#metrics-collection
Stars354
Forks121
Last commit3 days ago
pg_exporter
pg_exporterGo

Advanced PostgreSQL and PgBouncer metrics exporter for Prometheus with declarative configuration and 600+ metrics.

#postgres#pg-exporter#database-monitoring
Stars354
Forks58
Last commit6 days ago
rollup
rollupRuby

A Ruby on Rails gem for efficiently rolling up and querying time-series data from ActiveRecord models.

#dashboard#postgresql#data-aggregation
Stars351
Forks18
Last commit25 days ago
anomalize
anomalizeR

A tidy R package for detecting anomalies in time series data using decomposition and statistical methods.

#iqr#detect anomalies#anomaly
Stars339
Forks61
Last commit2 years ago
Cassandra
CassandraHTML

A curated list of the best resources, tools, libraries, and documentation for the Apache Cassandra database ecosystem.

#database#apache#developer-tools
Stars319
Forks61
Last commit3 years ago
tsink
tsinkRust

A lightweight time-series database written in Rust, deployable as an embedded library, standalone server, or scalable cluster.

#database#observability#promql
Stars316
Forks10
Last commit2 days ago
visavail
visavailJavaScript

A D3.js library for visualizing time data availability with Gantt-like charts to identify gaps in datasets.

#chart#gantt#open-source
Stars313
Forks56
Last commit1 year ago
snmpcollector
snmpcollectorGo

A full-featured generic SNMP data collector with a web administration interface for InfluxDB.

#cacti#opennms#snmp
Stars307
Forks54
Last commit2 years ago
InfluxDB
InfluxDBGo

A server that accepts InfluxDB metrics via HTTP/UDP and exports them in Prometheus format.

#hacktoberfest#observability#telegraf-integration
Stars288
Forks67
Last commit5 days ago
Graphios
GraphiosPython

A program to send Nagios performance data to Graphite, StatsD, Librato, and InfluxDB.

#graphite#naemon#nagios
Stars288
Forks98
Last commit9 years ago
Morgoth
MorgothGo

A flexible anomaly detection framework for Kapacitor using fingerprinting algorithms and lossy counting.

#stream-processing#metrics-monitoring#kapacitor-udf
Stars280
Forks29
Last commit3 years ago
beaker
beakerElixir

A tool for tracking and visualizing metrics in Elixir applications, with integrations for Phoenix and Ecto.

#elixir#performance-tracking#ecto
Stars275
Forks19
Last commit4 years ago
metrics-influxdb
metrics-influxdbJava

A lightweight Java reporter that sends metrics from the Metrics library to an InfluxDB server.

#observability#lightweight-client#java
Stars273
Forks100
Last commit3 years ago
clml
clmlCommon Lisp

A high-performance, large-scale statistical machine learning library written in Common Lisp.

#statistical-analysis#dimensionality-reduction#classification
Stars269
Forks35
Last commit4 years ago
Collectd exporter
Collectd exporterGo

A Prometheus exporter that accepts collectd metrics via binary protocol or HTTP POST and converts them for Prometheus consumption.

#observability#collectd#monitoring
Stars267
Forks73
Last commit3 days ago
PyODDS
PyODDSPython

An end-to-end Python outlier detection system with database support, automated machine learning, and unified APIs for statistical, ML, and deep learning models.

#statistical-analysis#database#python-library
Stars255
Forks39
Last commit3 years ago
lowcharts
lowchartsRust

A Rust tool for drawing low-resolution graphs directly in the terminal for quick data analysis from logs and text files.

#plot#terminal-graphics#bar-chart
Stars249
Forks5
Last commit7 months ago
bioyino
bioyinoRust

A high-performance, high-precision multithreaded StatsD server written in Rust with clustering and fault tolerance.

#high-performance#metrics-collection#statsd-server
Stars236
Forks20
Last commit2 years ago
bitcoin_prediction
bitcoin_predictionJupyter Notebook

A real-time Bitcoin price prediction system using LSTM models and Twitter sentiment analysis.

#trading-bot#cryptocurrency#bitcoin
Stars233
Forks135
Last commit8 years ago
cocktail
cocktailElixir

An Elixir library for generating date recurrences based on iCalendar events, supporting schedules with complex rules.

#functional-programming#elixir#datetime
Stars230
Forks33
Last commit2 years ago
instream
instreamElixir

An Elixir driver for InfluxDB supporting both v1.x and v2.x versions with Flux and InfluxQL query capabilities.

#influxql#database-driver#flux
Stars228
Forks43
Last commit9 months ago
GraphAware Neo4j TimeTree
GraphAware Neo4j TimeTreeJava

A Java and REST library for representing time as an on-demand tree in Neo4j, enabling temporal event modeling and queries.

#java-library#rest-api#java
Stars210
Forks40
Last commit5 years ago
Memcached exporter
Memcached exporterGo

A Prometheus exporter that collects and exposes memcached server metrics for monitoring and alerting.

#devops#observability#monitoring
Stars204
Forks124
Last commit5 days ago
C#
C#C#

A .NET library for efficiently sending time series data to InfluxDB 1.x using the Line Protocol.

#metrics-collection#csharp#dotnet
Stars198
Forks60
Last commit3 years ago
riak
riakElixir

An Elixir client for Riak with connection pooling, CRDT, and Timeseries support.

#elixir#connection-pooling#distributed-systems
Stars197
Forks55
Last commit5 years ago
node-opcua-logger
node-opcua-loggerJavaScript

An OPC UA client that logs industrial data from OPC UA servers to InfluxDB with buffering to prevent data loss.

#industrial-automation#opc-ua#influxdb-logger
Stars184
Forks65
Last commit3 years ago
statsd-influxdb-backend
statsd-influxdb-backendJavaScript

A StatsD backend that forwards metrics to InfluxDB using either aggregated flush or raw proxy strategies.

#devops#observability#monitoring
Stars169
Forks66
Last commit8 years ago
InfluxDB.NET
InfluxDB.NETC#

A cross-platform .NET library for interacting with InfluxDB time-series databases via REST API.

#data-storage#rest-api#dotnet
Stars163
Forks58
Last commit4 years ago
Vs
VsVue

A Vue.js visualization library offering a comprehensive suite of D3.js and Leaflet components for building interactive dashboards.

#geospatial#dashboard#vuejs2
Stars163
Forks26
Last commit5 years ago
Centreon
CentreonPHP

An open-source AIOps platform for holistic monitoring of networks, systems, and applications from cloud to edge.

#aiops#devops#observability
Stars162
Forks59
Last commit1 day ago
Prometheus.Client
Prometheus.ClientC#

A .NET client library for Prometheus monitoring, providing extensible and high-performance metric collection.

#observability#dotnet#aspnet-core
Stars142
Forks21
Last commit10 days ago
PyDMD
PyDMDPython

A Python package for Dynamic Mode Decomposition, providing tools to extract spatiotemporal coherent structures from time-varying datasets.

#scientific-computing#koopman-operator#spatiotemporal-analysis
Stars126
Forks10
Last commit1 year ago
scala-influxdb-client
scala-influxdb-clientScala

An asynchronous Scala client library for interacting with InfluxDB, providing non-blocking operations for data writing, querying, and database management.

#async#monitoring#database-client
Stars122
Forks30
Last commit
Covid-19 Google
Covid-19 GooglePython

An open-source data pipeline that aggregates and standardizes heterogeneous public COVID-19 data from multiple global sources.

#data-standardization#python#covid-19
Stars117
Forks68
Last commit5 years ago
fluent-plugin-influxdb
fluent-plugin-influxdbRuby

A buffered output plugin for Fluentd that sends time-series data to InfluxDB.

#ruby-gem#monitoring#fluentd-plugin
Stars109
Forks64
Last commit1 year ago
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