timeseries

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

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

UpdatedJul 29, 2025
Jupyter Notebook

awslabs /gluonts

Star5.1k

Probabilistic time series modeling in Python

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

UpdatedAug 14, 2025
Python

amazon-science /chronos-forecasting

Star4.8k

Chronos: Pretrained Models for Time Series Forecasting

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

UpdatedJan 19, 2026
Python

sktime /pytorch-forecasting

Sponsor

Star4.8k

Time series forecasting with PyTorch

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

UpdatedFeb 4, 2026
Python

ourownstory /neural_prophet

Star4.2k

NeuralProphet: A simple forecasting package

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

UpdatedJan 8, 2025
Python

google /mtail

Star4k

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

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

UpdatedOct 29, 2025
Go

dathere /qsv

Star3.5k

Blazing-fast Data-Wrangling toolkit

metadata statistics csv sql ai timeseries excel opendata postgresql data-engineering parquet ckan data-wrangling sampling geocode dcat luau fair-data polars fairification

UpdatedFeb 7, 2026
Rust

danvk /dygraphs

Sponsor

Star3.2k

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

visualization canvas charting-library timeseries dygraphs

UpdatedMar 15, 2025
JavaScript

tslearn-team /tslearn

Star3.1k

The machine learning toolkit for time series analysis in Python

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

UpdatedFeb 6, 2026
Python

man-group /arctic

Star3.1k

High performance datastore for time series and tick data

python database mongodb timeseries pandas tickstore arctic timeseries-database

UpdatedApr 8, 2024
Python

lindb /lindb

Star3.1k

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

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

UpdatedJan 29, 2026
Go

qingsongedu /time-series-transformers-review

Star3k

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

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

UpdatedAug 8, 2024

griddb /griddb

Star2.5k

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

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

UpdatedDec 26, 2025
C++

Arturus /kaggle-web-traffic

Star1.8k

1st place solution

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

UpdatedOct 9, 2022
Jupyter Notebook

kairosdb /kairosdb

Star1.8k

Fast scalable time series database

java timeseries metrics kairosdb timeseries-database

UpdatedJan 29, 2026
Java

cnosdb /cnosdb

Star1.7k

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

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

UpdatedSep 26, 2025
Rust

⭐️ The Open-Source Polyglot Observability Warehouse: Light, Fast, Cloud Native, Drop-in Grafana LGTMP alternative 🚀 Indie All-in-One Opentelemetry, Loki, Prometheus, Tempo, Pyroscope On-Prem Alternative ⭐