Projects in Awesome Lists tagged with timeseries

https://github.com/mindsdb/mindsdb

The platform for customizing AI from enterprise data

ai ai-agents artificial-intelligence auto-gpt chatbot database forecasting gpt gpt4all hacktoberfest huggingface llm machine-learning ml mongodb mysql postgres semantic-search timeseries

Last synced: 29 Sep 2024

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: 30 Jul 2024

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: 29 Sep 2024

https://github.com/apache/iotdb

Apache IoTDB

big-data database iot java nosql timeseries tsdb

Last synced: 29 Sep 2024

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 Sep 2024

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: 31 Jul 2024

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: 01 Oct 2024

https://github.com/awslabs/gluon-ts

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: 05 Aug 2024

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

Time series forecasting with PyTorch

ai artifical-intelligense data-science deep-learning forecasting gpu machine-learning neural-networks pandas python pytorch pytorch-lightning temporal timeseries timeseries-forecasting uncertainty

Last synced: 25 Sep 2024

https://github.com/GreptimeTeam/greptimedb

An open-source, cloud-native, distributed time-series database with PromQL/SQL/Python supported. Available on GreptimeCloud.

analytics cloud-native database distributed iot metrics monitoring rust sql time-series timeseries tsdb

Last synced: 31 Jul 2024

https://github.com/greptimeteam/greptimedb

An open-source, cloud-native, distributed time-series database with PromQL/SQL/Python supported. Available on GreptimeCloud.

analytics cloud-native database distributed iot metrics monitoring rust sql time-series timeseries tsdb

Last synced: 01 Oct 2024

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: 01 Oct 2024

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: 31 Jul 2024

https://github.com/jdb78/pytorch-forecasting

Time series forecasting with PyTorch

ai artifical-intelligense data-science deep-learning forecasting gpu machine-learning neural-networks pandas python pytorch pytorch-lightning temporal timeseries timeseries-forecasting uncertainty

Last synced: 01 Aug 2024

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: 30 Sep 2024

https://github.com/manahl/arctic

High performance datastore for time series and tick data

arctic database mongodb pandas python tickstore timeseries timeseries-database

Last synced: 04 Sep 2024

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: 01 Oct 2024

https://github.com/lindb/lindb

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

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

Last synced: 01 Oct 2024

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: 01 Oct 2024

https://github.com/rtavenar/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: 05 Aug 2024

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: 26 Sep 2024

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

Chronos: Pretrained (Language) 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: 25 Sep 2024

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: 30 Sep 2024

https://github.com/jqnatividad/qsv

CSVs sliced, diced & analyzed.

ckan cli csv data-engineering data-wrangling datapackage excel geocode luau opendata parquet polars postgresql rust snappy sql sqlite timeseries tsv

Last synced: 30 Sep 2024

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: 31 Jul 2024

https://github.com/kairosdb/kairosdb

Fast scalable time series database

java kairosdb metrics timeseries timeseries-database

Last synced: 25 Sep 2024

https://github.com/cnosdb/cnosdb

A cloud-native open source distributed time series database with high performance, high compression ratio and high availability. http://www.cnosdb.cloud

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

Last synced: 30 Sep 2024

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: 30 Sep 2024

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: 30 Sep 2024

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: 27 Sep 2024

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: 30 Sep 2024

https://github.com/facette/facette

Time series data visualization software

collectd graphite influxdb kairosdb rrdtool timeseries

Last synced: 31 Jul 2024

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: 04 Aug 2024

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: 30 Jul 2024

https://github.com/twosigma/flint

A Time Series Library for Apache Spark

spark timeseries

Last synced: 28 Sep 2024

https://github.com/RedisTimeSeries/RedisTimeSeries

Time Series data structure for Redis

redis redis-module redistimeseries timeseries timeseries-database

Last synced: 31 Jul 2024

https://github.com/metrico/qryn

Lightweight, Polyglot, Snap-on Observability Stack. Drop-in Compatible with Loki, Prometheus, Tempo, Pyroscope, Opentelemetry and more! Vendor independent LGTM replacement and Splunk/Datadog/Elastic alternative! WASM powered ⭐️ Star to Support

apm clickhouse ebpf grafana lgtm logql logs loki metrics monitoring observability opentelemetry prometheus promql pyroscope tempo tempoql timeseries tracing wasm

Last synced: 27 Sep 2024

https://github.com/performancecopilot/pcp

Performance Co-Pilot

analysis distributed graph lightweight metrics monitoring performance timeseries

Last synced: 01 Aug 2024

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: 26 Sep 2024

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: 30 Jul 2024

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: 31 Jul 2024

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: 31 Jul 2024

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

Declarative and modular timeseries charting components for React

chart javascript pond react timeseries

Last synced: 30 Jul 2024

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

ETNA – Time-Series Library

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

Last synced: 01 Aug 2024

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

ETNA – Time-Series Library

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

Last synced: 04 Sep 2024

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: 31 Jul 2024

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 Aug 2024

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 Aug 2024

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: 30 Sep 2024

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: 02 Aug 2024

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: 01 Aug 2024

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: 01 Aug 2024

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

InfluxDB 2.0 python client

flux influxdata influxdb jupyter pandas-dataframe python reactive timeseries

Last synced: 28 Sep 2024

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

Time series easier, faster, more fun. Pytimetk.

pandas polars time time-series timeseries timeseries-analysis

Last synced: 31 Jul 2024

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: 03 Aug 2024

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: 30 Jul 2024

https://github.com/ranaroussi/pystore

Fast data store for Pandas time-series data

dask database dataframe datastore pandas parquet timeseries

Last synced: 01 Aug 2024

https://github.com/earthgecko/skyline

Anomaly detection

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

Last synced: 30 Jul 2024

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: 01 Aug 2024

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: 02 Aug 2024

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: 30 Jul 2024

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: 03 Aug 2024

https://github.com/RamiKrispin/TSstudio

Tools for time series analysis and forecasting

forecasting r rstats time-series timeseries tsstudio visualization

Last synced: 13 Aug 2024

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: 04 Aug 2024

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: 01 Aug 2024

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: 01 Aug 2024

https://github.com/NationalSecurityAgency/timely

Accumulo backed time series database

accumulo hacktoberfest series-database time-series timeseries

Last synced: 02 Aug 2024

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: 03 Aug 2024

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: 02 Aug 2024

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: 01 Aug 2024

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: 01 Aug 2024

https://github.com/TimeSynth/TimeSynth

A Multipurpose Library for Synthetic Time Series Generation in Python

generator python python3 series time-series timeseries

Last synced: 01 Aug 2024

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: 01 Aug 2024

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: 02 Aug 2024

https://github.com/gnocchixyz/gnocchi

Timeseries database

gnocchi python timeseries timeseries-database

Last synced: 31 Jul 2024

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: 04 Aug 2024

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

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

clustering dynamic time timeseries warping

Last synced: 01 Aug 2024

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

Highly customizable charting library, created for professional traders

candlestick chart charts financial javascript svelte timeseries

Last synced: 02 Aug 2024

https://github.com/AdrianAntico/AutoQuant

R package for automation of machine learning, forecasting, model evaluation, and model interpretation

automated-machine-learning automl catboost classification gpu-acceleration h2o lightgbm multiclass-classification panel-data r regression supervised-learning timeseries unsupervised-learning xgboost

Last synced: 02 Aug 2024

https://github.com/shapelets/khiva

An open-source library of algorithms to analyse time series in GPU and CPU.

clustering cpp cuda data-series discords distances gpu khiva kshape matrix-profile motifs multicore opencl shapelets snippets time-series timeseries

Last synced: 31 Jul 2024

https://github.com/dysonance/Indicators.jl

Financial market technical analysis & indicators in Julia

finance julia julia-language scientific-computing technical-analysis technical-indicators time-series timeseries

Last synced: 02 Aug 2024

https://github.com/dysonance/indicators.jl

Financial market technical analysis & indicators in Julia

finance julia julia-language scientific-computing technical-analysis technical-indicators time-series timeseries

Last synced: 29 Sep 2024

https://github.com/esnet/pond

Immutable timeseries data structures built with Typescript

esnet immutable javascript pond timeseries typescript

Last synced: 06 Aug 2024

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

Graphite metrics receiver with ClickHouse as storage

carbon clickhouse graphite timeseries

Last synced: 02 Aug 2024

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

Time-aware tibbles

periodicity r-package tibble time time-series timeseries

Last synced: 02 Aug 2024

https://github.com/hastic-zzz/hastic-grafana-app

Hastic data management server for labeling patterns and anomalies in Grafana

anomaly-detection dashboard detect-anomalies grafana grafana-plugin hastic-graph-panel hastic-server metrics metrics-visualization monitoring pattern-recognition self-hosted timeseries visualization

Last synced: 01 Aug 2024

https://github.com/square/metrics

Metrics Query Engine

go metrics timeseries

Last synced: 04 Aug 2024

https://github.com/yahoo/sherlock

Sherlock is an anomaly detection service built on top of Druid

anomaly-detection druid jobscheduler redis redis-cluster sparkjava timeseries

Last synced: 03 Aug 2024

https://github.com/FZJ-IEK3-VSA/tsam

Time series aggregation module (tsam). Determines typical operation periods or dereases the temporal resolution. Accelerates model or experiment runs.

aggregation clustering energy-system optimization python time-series timeseries typical-periods

Last synced: 03 Aug 2024

https://github.com/timeseriesadmin/timeseriesadmin

Administration panel and querying interface for InfluxDB databases. (Electron app / Docker container)

administration-panel influxdb timeseries

Last synced: 01 Aug 2024

https://github.com/Clymene-project/Clymene

the Clymene is time-series data and Logs collection platform for distributed systems.

distributed-system elasticsearch exporter grpc metrics monitoring opentsdb platform prometheus prometheus-agent timeseries tsdb

Last synced: 01 Aug 2024

https://github.com/unit-io/unitdb

Fast specialized time-series database for IoT, real-time internet connected devices and AI analytics.

analytics database db iot timeseries timeseries-database trie wal

Last synced: 01 Oct 2024

https://github.com/JuliaClimate/ClimateTools.jl

Climate science package for Julia

bias-correction climate-analysis climate-indices climate-science julia multiple-threads netcdf-files parallel-computing timeseries

Last synced: 08 Aug 2024

https://github.com/rafa-rod/pytrendseries

Detect trend in time series, drawdown, drawdown within a constant look-back window , maximum drawdown, time underwater.

downtrend drawdown drawdown-at-risk finance maximum-drawdown-at-risk python quant quantitative-finance time-series time-series-analysis time-under-water timeseries timeunderwater trends-detected uptrend

Last synced: 03 Aug 2024

https://github.com/NITRO-AI/NitroFE

NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for providing continuous calculation.

feature feature-engineering features indicator indicators machine-learning time-series timeseries