Projects in Awesome Lists tagged with timeseries

https://github.com/leeoniya/uplot

📈 A small, fast chart for time series, lines, areas, ohlc & bars

analytics chart charts data-visualization graph graphs lightweight line-chart ohlc performance plot plotting streaming time-series timeseries trend-analysis

Last synced: 09 Sep 2025

https://github.com/leeoniya/uPlot

📈 A small, fast chart for time series, lines, areas, ohlc & bars

analytics chart charts data-visualization graph graphs lightweight line-chart ohlc performance plot plotting streaming time-series timeseries trend-analysis

Last synced: 13 Mar 2025

https://github.com/apache/iotdb

Apache IoTDB

big-data database iot java nosql timeseries tsdb

Last synced: 11 Jan 2026

https://github.com/timeseriesai/tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 14 May 2025

https://github.com/timeseriesAI/tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 26 Mar 2025

https://github.com/awslabs/gluonts

Probabilistic time series modeling in Python

artificial-intelligence aws data-science deep-learning forecasting machine-learning mxnet neural-networks pytorch sagemaker time-series time-series-forecasting time-series-prediction timeseries torch

Last synced: 12 May 2025

https://github.com/sktime/pytorch-forecasting

Time series forecasting with PyTorch

ai artificial-intelligence data-science deep-learning forecasting gpu hacktoberfest machine-learning neural-networks pandas python pytorch pytorch-lightning temporal timeseries timeseries-forecasting uncertainty

Last synced: 23 Jan 2026

https://github.com/GreptimeTeam/greptimedb

An open-source, cloud-native, unified observerability database for metrics, logs and events, supporting SQL/PromQL/Streaming. Available on GreptimeCloud.

analytics cloud-native database distributed event events eventstore iot logging logs logstore metrics monitoring observerability rust sql time-series timeseries tsdb

Last synced: 24 Mar 2025

https://github.com/grepTimeTeam/greptimedb

An open-source, cloud-native, unified time series database for metrics, logs and events, supporting SQL/PromQL/Streaming. Available on GreptimeCloud.

analytics cloud-native database distributed event events eventstore iot logging logs logstore metrics monitoring rust sql time-series timeseries tsdb

Last synced: 12 Mar 2025

https://github.com/ourownstory/neural_prophet

NeuralProphet: A simple forecasting package

artificial-intelligence autoregression deep-learning fbprophet forecast forecasting forecasting-algorithm forecasting-model machine-learning neural neural-network neuralprophet prediction prophet python pytorch seasonality time-series timeseries trend

Last synced: 14 May 2025

https://github.com/google/mtail

extract internal monitoring data from application logs for collection in a timeseries database

bytecode calculator collector compiler extraction go instrumentation logs metrics monitoring mtail mtail-programs observability prometheus proxy timeseries vm

Last synced: 22 Oct 2025

https://github.com/danvk/dygraphs

Interactive visualizations of time series using JavaScript and the HTML canvas tag

canvas charting-library dygraphs timeseries visualization

Last synced: 16 May 2025

https://github.com/amazon-science/chronos-forecasting

Chronos: Pretrained Models for Probabilistic Time Series Forecasting

artificial-intelligence forecasting foundation-models huggingface huggingface-transformers large-language-models llm machine-learning pretrained-models time-series time-series-forecasting timeseries transformers

Last synced: 12 May 2025

https://github.com/man-group/arctic

High performance datastore for time series and tick data

arctic database mongodb pandas python tickstore timeseries timeseries-database

Last synced: 14 May 2025

https://github.com/lindb/lindb

LinDB is a scalable, high performance, high availability distributed time series database.

cross-datacenter-native database distributed-database go high-performance metrics monitoring timeseries

Last synced: 13 May 2025

https://github.com/tslearn-team/tslearn

The machine learning toolkit for time series analysis in Python

dtw dynamic-time-warping machine-learning machine-learning-algorithms machinelearning python time-series time-series-analysis time-series-classification time-series-clustering timeseries

Last synced: 13 May 2025

https://github.com/dathere/qsv

Blazing-fast Data-Wrangling toolkit

ckan cli csv data-engineering data-wrangling dcat excel geocode libreoffice luau metadata opendata parquet polars postgresql sampling sql sqlite statistics timeseries

Last synced: 24 Dec 2025

https://github.com/qingsongedu/time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

anomalydetection awesome classification deep-learning forecasting machine-learning review survey time-series time-series-forecasting timeseries timeseries-analysis transformer transformers

Last synced: 29 Sep 2025

https://github.com/griddb/griddb

GridDB is a next-generation open source database that makes time series IoT and big data fast,and easy.

bigdata database fast griddb iot newsql nosql sql time-series timeseries

Last synced: 13 May 2025

https://github.com/Arturus/kaggle-web-traffic

1st place solution

cocob cudnn kaggle kaggle-web-traffic rnn rnn-encoder-decoder seq2seq tensorflow time-series timeseries

Last synced: 28 Mar 2025

https://github.com/kairosdb/kairosdb

Fast scalable time series database

java kairosdb metrics timeseries timeseries-database

Last synced: 14 May 2025

https://github.com/cnosdb/cnosdb

A cloud-native open source distributed time series database with high performance, high compression ratio and high availability.

database distributed-database rust rust-lang sql time-series time-series-database timeseries

Last synced: 13 May 2025

https://github.com/ydataai/ydata-synthetic

Synthetic data generators for tabular and time-series data

datageneration datagenerator deep-learning gan gan-architectures gans generative-adversarial-network machine-learning python3 pytorch synthetic-data tensorflow2 time-series timeseries training-data

Last synced: 13 May 2025

https://github.com/time-series-foundation-models/lag-llama

Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

forecasting foundation-models lag-llama llama time-series time-series-forecasting time-series-prediction time-series-transformer timeseries timeseries-forecasting transformers

Last synced: 14 May 2025

https://github.com/metrico/gigapipe

⭐️ A Polyglot API for all your Observability needs. Light, Fast, Drop-in LGTM alternative :rocket: Indie Opentelemetry, Loki, Prometheus, Tempo, Pyroscope compatible :star:

clickhouse gigapipe grafana lgtm logql logs loki metrics monitoring observability opentelemetry prometheus promql pyroscope signoz sql tempo timeseries tracing wasm

Last synced: 14 May 2025

https://github.com/sentinl/sentinl

Kibana Alert & Report App for Elasticsearch

alarm alert alerting anomaly anomaly-detection elastic elasticsearch elk kaae kibana kibana-dashboard kibi pdf plugin reporting scheduler timeseries visualization watchdog watcher

Last synced: 15 May 2025

https://github.com/eventql/eventql

Distributed "massively parallel" SQL query engine

analytics columnar-storage cpp cpp11 database distributed distributed-database distributed-sql distributed-storage eventql mpp sql streaming timeseries

Last synced: 15 May 2025

https://github.com/renumics/spotlight

Interactively explore unstructured datasets from your dataframe.

audio computer-vision data-centric-ai data-curation data-visualization exploratory-data-analysis hacktoberfest images machine-learning meshes timeseries unstructured-data video

Last synced: 14 May 2025

https://github.com/facette/facette

Time series data visualization software

collectd graphite influxdb kairosdb rrdtool timeseries

Last synced: 12 Mar 2026

https://github.com/wannesm/dtaidistance

Time series distances: Dynamic Time Warping (fast DTW implementation in C)

c clustering distance-measure dtw dynamic-time-warping python timeseries

Last synced: 13 May 2025

https://github.com/performancecopilot/pcp

Performance Co-Pilot

analysis distributed graph lightweight metrics monitoring performance timeseries

Last synced: 02 Apr 2026

https://github.com/Renumics/spotlight

Interactively explore unstructured datasets from your dataframe.

audio computer-vision data-centric-ai data-curation data-visualization exploratory-data-analysis hacktoberfest images machine-learning meshes timeseries unstructured-data video

Last synced: 09 Apr 2025

https://github.com/twosigma/flint

A Time Series Library for Apache Spark

spark timeseries

Last synced: 12 Apr 2025

https://github.com/jankrepl/deepdow

Portfolio optimization with deep learning.

allocation convex-optimization deep-learning finance machine-learning markowitz portfolio-optimization pytorch stock-price-prediction timeseries trading wealth-management

Last synced: 17 Jan 2026

https://github.com/RedisTimeSeries/RedisTimeSeries

Time Series data structure for Redis

redis redis-module redistimeseries timeseries timeseries-database

Last synced: 15 Mar 2025

https://github.com/mentatinnovations/datastream.io

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

alerts anomaly anomaly-detection anomalydetection anomalydiscovery bokeh-dashboard dashboard data-science data-stream datascience dataset dsio elasticsearch iot jupyter kibana machinelearning python sklearn timeseries

Last synced: 04 Oct 2025

https://github.com/MentatInnovations/datastream.io

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

alerts anomaly anomaly-detection anomalydetection anomalydiscovery bokeh-dashboard dashboard data-science data-stream datascience dataset dsio elasticsearch iot jupyter kibana machinelearning python sklearn timeseries

Last synced: 14 Mar 2025

https://github.com/business-science/tidyquant

Bringing financial analysis to the tidyverse

dplyr financial-analysis financial-data financial-statements multiple-stocks performance-analysis performanceanalytics quantmod r-package stock stock-exchanges stock-indexes stock-lists stock-performance stock-prices stock-symbol tidyverse time-series timeseries xts

Last synced: 04 Oct 2025

https://github.com/esnet/react-timeseries-charts

Declarative and modular timeseries charting components for React

chart javascript pond react timeseries

Last synced: 15 May 2025

https://github.com/node-influx/node-influx

📈 The InfluxDB Client for Node.js and Browsers

hacktoberfest influx influxdb influxdb-js-client javascript onwards timeseries typescript

Last synced: 12 Jan 2026

https://github.com/business-science/pytimetk

Time series easier, faster, more fun. Pytimetk.

pandas polars time time-series timeseries timeseries-analysis

Last synced: 27 Nov 2025

https://github.com/longxingtan/time-series-prediction

tfts: Time Series Deep Learning Models in TensorFlow

deep-learning forecasting keras-forecasting keras-prediction keras-time-series machine-learning neural-network prediction seq2seq tensorflow tf2 time-series time-series-forecast time-series-forecasting timeseries transformer wavenet

Last synced: 14 May 2025

https://github.com/shubhomoydas/ad_examples

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

active-learning adversarial-attacks anogan anomaly-detection autoencoder concept-drift ensemble-learning explaination gan generative-adversarial-network graph-convolutional-networks interpretability lstm nettack rnn streaming time-series timeseries trees unsuperivsed

Last synced: 16 Mar 2025

https://github.com/LongxingTan/Time-series-prediction

tfts: Time Series Deep Learning Models in TensorFlow

deep-learning forecasting keras-forecasting keras-prediction keras-time-series machine-learning neural-network prediction seq2seq tensorflow tf2 time-series time-series-forecast time-series-forecasting timeseries transformer wavenet

Last synced: 01 Apr 2025

https://github.com/tinkoff-ai/etna

ETNA – Time-Series Library

deep-learning forecasting machine-learning python time-series timeseries

Last synced: 01 Apr 2025

https://github.com/maxjcohen/transformer

Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.

metamodel timeseries transformer

Last synced: 01 Apr 2025

https://github.com/go-graphite/go-carbon

Golang implementation of Graphite/Carbon server with classic architecture: Agent -> Cache -> Persister

carbon devops graphite hacktoberfest timeseries whisper

Last synced: 17 Nov 2025

https://github.com/markdregan/k-nearest-neighbors-with-dynamic-time-warping

Python implementation of KNN and DTW classification algorithm

classification-algorithm dynamic-programming dynamic-time-warping human-activity-recognition machine-learning nearest-neighbors timeseries

Last synced: 04 Apr 2025

https://github.com/markdregan/K-Nearest-Neighbors-with-Dynamic-Time-Warping

Python implementation of KNN and DTW classification algorithm

classification-algorithm dynamic-programming dynamic-time-warping human-activity-recognition machine-learning nearest-neighbors timeseries

Last synced: 01 May 2025

https://github.com/chartjs/chartjs-chart-financial

Chart.js module for charting financial securities

candlestick candlestick-chart chart charting-library javascript-library ohlc timeseries

Last synced: 05 Oct 2025

https://github.com/influxdata/influxdb-client-python

InfluxDB 2.0 python client

flux influxdata influxdb jupyter pandas-dataframe python reactive timeseries

Last synced: 14 May 2025

https://github.com/titu1994/lstm-fcn

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

cnn deep-learning keras lstm timeseries

Last synced: 04 Apr 2025

https://github.com/xbbg-org/xbbg

Intuitive Data Workflows

apache-arrow blpapi finance financial-data fintech market-data napi-rs nodejs pandas polars pyo3 python quantitative-finance rust streaming timeseries

Last synced: 01 Jun 2026

https://github.com/cerlymarco/tsmoothie

A python library for time-series smoothing and outlier detection in a vectorized way.

bootstrap bootstrapping-statistics outlier-detection outlier-removal series-smoothing smoothing time-series timeseries

Last synced: 25 Dec 2025

https://github.com/umbertogriffo/Predictive-Maintenance-using-LSTM

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

deep-learning deep-learning-algorithms deep-neural-networks keras keras-models keras-neural-networks keras-tensorflow lstm lstm-neural-networks prediction-model predictive-maintenance timeseries

Last synced: 07 May 2025

https://business-science.github.io/timetk/

Time series analysis in the `tidyverse`

coercion coercion-functions data-mining dplyr forecast forecasting forecasting-models machine-learning r-package series-decomposition series-signature tibble tidy tidyquant tidyverse time time-series timeseries

Last synced: 23 Jul 2025

https://github.com/business-science/timetk

Time series analysis in the `tidyverse`

coercion coercion-functions data-mining dplyr forecast forecasting forecasting-models machine-learning r-package series-decomposition series-signature tibble tidy tidyquant tidyverse time time-series timeseries

Last synced: 15 May 2025

https://github.com/reservoirpy/reservoirpy

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

artificial-intelligence echo-state-networks esn machine-learning machine-learning-algorithms neural-network python recurrent-neural-networks reservoir reservoir-computing timeseries timeseries-analysis timeseries-forecasting timeseries-prediction

Last synced: 27 Mar 2026

https://github.com/earthgecko/skyline

Anomaly detection

anomaly anomaly-detection detection graphite influxdb prometheus python telegraf timeseries timeseries-analysis victoriametrics

Last synced: 17 Dec 2025

https://github.com/ranaroussi/pystore

Fast data store for Pandas time-series data

dask database dataframe datastore pandas parquet timeseries

Last synced: 01 Apr 2025

https://github.com/KDD-OpenSource/DeepADoTS

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

anomaly-detection deep-learning pytorch tensorflow time-series timeseries

Last synced: 14 Mar 2025

https://github.com/titu1994/mlstm-fcn

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

classification keras lstmfcn multivariate tensorflow timeseries

Last synced: 05 Apr 2025

https://github.com/business-science/modeltime

Modeltime unlocks time series forecast models and machine learning in one framework

arima data-science deep-learning ets forecasting machine-learning machine-learning-algorithms modeltime prophet r-package tbats tidymodeling tidymodels time time-series time-series-analysis timeseries timeseries-forecasting

Last synced: 08 Apr 2025

https://github.com/SiriDB/siridb-server

SiriDB is a highly-scalable, robust and super fast time series database. Build from the ground up SiriDB uses a unique mechanism to operate without a global index and allows server resources to be added on the fly. SiriDB's unique query language includes dynamic grouping of time series for easy analysis over large amounts of time series.

database siridb siridb-server ticker-data time-series timeseries

Last synced: 04 May 2025

https://github.com/lightkurve/lightkurve

A friendly package for Kepler & TESS time series analysis in Python.

astronomy astrophysics k2 kepler nasa python tess time-series timeseries

Last synced: 18 Feb 2026

https://github.com/influxdata/influxdb-client-java

InfluxDB 2 JVM Based Clients

flux influxdata influxdb java reactive rxjava timeseries

Last synced: 23 Apr 2026

https://github.com/tammoippen/plotille

Plot in the terminal using braille dots.

braille heatmap histogram images plot plotting python scatter-plot terminal timeseries unicode visualization

Last synced: 21 Oct 2025

https://github.com/wwrechard/pydlm

A python library for Bayesian time series modeling

bayesian dlm model python seasonality statistics time-series timeseries trends

Last synced: 14 Mar 2025

https://github.com/microprediction/timemachines

Predict time-series with one line of code.

prediction prediction-algorithm predictions predictive-modeling time-series time-series-analysis timeseries timeseries-analysis timeseries-data timeseries-forecasting

Last synced: 26 Jun 2026

https://github.com/M-Nauta/TCDF

Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series

causality cnn forecasting machine-learning neural-networks prediction python pytorch timeseries

Last synced: 08 May 2025

https://github.com/RamiKrispin/TSstudio

Tools for time series analysis and forecasting

forecasting r rstats time-series timeseries tsstudio visualization

Last synced: 29 Jul 2025

https://github.com/pastas/pastas

Pastas is an open-source Python framework for the analysis of groundwater time series.

analysis groundwater hydrology pastas python timeseries

Last synced: 23 Oct 2025

https://github.com/NationalSecurityAgency/timely

Accumulo backed time series database

accumulo hacktoberfest series-database time-series timeseries

Last synced: 24 Apr 2025

https://github.com/lastancientone/simplestockanalysispython

Teaches step-by-step to analysis stock data in python.

financial-analysis financial-data fundamental-analysis python3 stock-analysis stock-data stock-market stock-prices stock-trading stocks technical-analysis technical-indicators time-series time-series-analysis timeseries

Last synced: 05 Apr 2025

https://github.com/nationalsecurityagency/timely

Accumulo backed time series database

accumulo hacktoberfest series-database time-series timeseries

Last synced: 05 Apr 2025

https://github.com/influxdata/influxdb-client-csharp

InfluxDB 2.x C# Client

csharp flux influxdata influxdb reactive timeseries

Last synced: 14 May 2025

https://github.com/cloudinsight/cloudinsight-agent

Cloudinsight Agent is a system tool that monitors system processes and services, and sends information back to your Cloudinsight account.

cloudinsight golang monitor-performance statsd timeseries

Last synced: 10 May 2025

https://github.com/microprediction/microprediction

If you can measure it, consider it predicted

fbprophet filterpy hmmlearn kalman-filter keras nowcasting online-algorithms pmdarima time-series timeseries timeseries-analysis timeseries-clustering timeseries-data timeseries-database timeseries-forecasting timeseries-prediction tsfresh tslearn

Last synced: 15 May 2025

https://github.com/hastic-zzz/hastic-server

Hastic data management server for analyzing patterns and anomalies from Grafana

alerting analytics anomaly-detection docker elasticsearch grafana graphite hastic-server influxdb metrics monitor monitoring monitoring-server monitoring-tool pattern-detection pattern-recognition prometheus self-hosted selfhosted timeseries

Last synced: 08 Apr 2025

https://github.com/TimeSynth/TimeSynth

A Multipurpose Library for Synthetic Time Series Generation in Python

generator python python3 series time-series timeseries

Last synced: 04 Apr 2025

https://github.com/dynamictimewarping/dtw-python

Python port of R's Comprehensive Dynamic Time Warp algorithms package

clustering dynamic time timeseries warping

Last synced: 03 Feb 2026

https://github.com/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

data-analysis data-science pandas python scala time-series timeseries timeseries-analysis timeseries-data

Last synced: 29 Apr 2025

https://github.com/gnocchixyz/gnocchi

Timeseries database

gnocchi python timeseries timeseries-database

Last synced: 07 Apr 2026

https://github.com/cantrepro/tsink

A lightweight time-series database written in Rust. Embed it, run it as a server, or scale it as a cluster.

database embedded-database rust time-series timeseries timeseries-database tsdb

Last synced: 11 Aug 2026

https://github.com/marcnuth/anomalydetection

Twitter's Anomaly Detection in Pure Python

anomalydetection cusum python s-h-esd statistics timeseries

Last synced: 04 Apr 2025

https://github.com/go-graphite/carbonapi

Implementation of graphite API (graphite-web) in golang

carbon carbonapi carbonzipper go graphite graphite-clickhouse graphite-web monitoring prometheus timeseries zipper

Last synced: 15 May 2025

https://github.com/fjxmlzn/DoppelGANger

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

dataset-generation datasets doppelganger fidelity gan gans generative-adversarial-network privacy synthetic-data synthetic-data-generation synthetic-data-generator synthetic-dataset-generation time-series timeseries

Last synced: 15 May 2025

https://github.com/DynamicTimeWarping/dtw-python

Python port of R's Comprehensive Dynamic Time Warp algorithms package

clustering dynamic time timeseries warping

Last synced: 04 Apr 2025

https://github.com/reductstore/reductstore

High Performance Storage and Streaming Solution for Data Acquisition Systems

ai big-data bigdata blob-storage edge-computing etl historian iiot iot reductstore robotics storage storage-engine time-series timeseries

Last synced: 21 Apr 2026

https://github.com/project-nv/night-vision

Highly customizable charting library, created for professional traders

candlestick chart charts financial javascript svelte timeseries

Last synced: 04 Apr 2025

https://github.com/NX-AI/tirex

TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning

classification forecasting foundation-models timeseries timeseries-forecasting xlstm

Last synced: 29 Jun 2026

https://github.com/aprbw/traffic_prediction

Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).

attention cnn forecasting gcn lstm mxnet neural-network pytorch tensorflow time-series time-series-forecasting timeseries timeseries-forecasting traffic-flow-forecasting traffic-flow-prediction traffic-forecasting traffic-prediction transformer