Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Sktime	7,405		57	2 months ago	57	November 06, 2023	912	bsd-3-clause	Python
A unified framework for machine learning with time series
Awesome Ts Anomaly Detection	2,320			2 years ago			1
List of tools & datasets for anomaly detection on time-series data.
Elki	746	15	7	9 months ago	3	February 15, 2019	4	agpl-3.0	Java
ELKI Data Mining Toolkit
Aeon	723		3	5 months ago	8	October 05, 2023	167	bsd-3-clause	Python
A toolkit for conducting machine learning tasks with time series data
Awesome Ai For Time Series Papers	627			9 months ago				mit
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
Timetk	594	13	24	6 months ago	23	October 31, 2023	33		R
Time series analysis in the `tidyverse`
Pypots	558			5 months ago	20	November 30, 2023	14	bsd-3-clause	Python
A Python toolbox/library for reality-centric machine learning/deep learning on partially-observed time series with PyTorch, including SOTA models supporting tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with NaN missing values/data. https://arxiv.org/abs/2305.18811
Matrixprofile	297		3	2 years ago	14	January 16, 2021	25	apache-2.0	Python
A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.
Awesome Python Data Science Books	242			3 years ago
Probably the best curated list of data science books in Python
Openhistorian	166			5 months ago			18	mit	TypeScript
The Open Source Time-Series Data Historian

Alternatives To The Purchase And Redemption Forecast Challenge Baseline

Select To Compare

Sktime ⭐ 7,405

A unified framework for machine learning with time series

dependent packages 57total releases 57most recent commit 2 months ago

Awesome Ts Anomaly Detection ⭐ 2,320

List of tools & datasets for anomaly detection on time-series data.

most recent commit 2 years ago

Elki ⭐ 746

ELKI Data Mining Toolkit

dependent packages 7total releases 3most recent commit 9 months ago

Aeon ⭐ 723

A toolkit for conducting machine learning tasks with time series data

dependent packages 3total releases 8most recent commit 5 months ago

Awesome Ai For Time Series Papers ⭐ 627

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

most recent commit 9 months ago

Timetk ⭐ 594

Time series analysis in the `tidyverse`

dependent packages 24total releases 23most recent commit 6 months ago

Pypots ⭐ 558

A Python toolbox/library for reality-centric machine learning/deep learning on partially-observed time series with PyTorch, including SOTA models supporting tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with NaN missing values/data. https://arxiv.org/abs/2305.18811

total releases 20most recent commit 5 months ago

Matrixprofile ⭐ 297

A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

dependent packages 3total releases 14most recent commit 2 years ago

Awesome Python Data Science Books ⭐ 242

Probably the best curated list of data science books in Python

most recent commit 3 years ago

Openhistorian ⭐ 166

The Open Source Time-Series Data Historian

most recent commit 5 months ago

Suggest An Alternative To The-Purchase-and-Redemption-Forecast-Challenge-baseline

Alternative Project Comparisons

The Purchase And Redemption Forecast Challenge Baseline vs Sktime

The Purchase And Redemption Forecast Challenge Baseline vs Awesome Ts Anomaly Detection

The Purchase And Redemption Forecast Challenge Baseline vs Elki

The Purchase And Redemption Forecast Challenge Baseline vs Aeon

The Purchase And Redemption Forecast Challenge Baseline vs Awesome Ai For Time Series Papers

The Purchase And Redemption Forecast Challenge Baseline vs Timetk

The Purchase And Redemption Forecast Challenge Baseline vs Pypots

The Purchase And Redemption Forecast Challenge Baseline vs Matrixprofile

The Purchase And Redemption Forecast Challenge Baseline vs Awesome Python Data Science Books

The Purchase And Redemption Forecast Challenge Baseline vs Openhistorian

Popular Time Series Projects

Prometheus ⭐ 51,501

The Prometheus monitoring system and time series database.

dependent packages 917total releases 749latest release December 08, 2023most recent commit 5 months ago

Influxdb ⭐ 28,053

Scalable datastore for metrics, events, and real-time analytics

dependent packages 1,443total releases 661latest release November 08, 2023most recent commit 13 days ago

Tdengine ⭐ 22,519

TDengine is an open source, high-performance, cloud native time-series database optimized for Internet of Things (IoT), Connected Cars, Industrial IoT and DevOps.

dependent packages 2total releases 12latest release April 14, 2022most recent commit 5 months ago

Mindsdb ⭐ 19,723

Build AI 🤖 using SQL

total releases 449latest release December 07, 2023most recent commit 5 months ago

Timescaledb ⭐ 16,040

An open-source time-series SQL database optimized for fast ingest and complex queries. Packaged as a PostgreSQL extension.

most recent commit 5 months ago

Popular Data Mining Projects

Awesome Datascience ⭐ 24,074

:memo: An awesome Data Science repository to learn and apply for real world problems.

most recent commit 24 days ago

Ml From Scratch ⭐ 23,095

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

total releases 4latest release June 17, 2017most recent commit 8 months ago

Easyocr ⭐ 20,438

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

dependent packages 69total releases 32latest release September 04, 2023most recent commit 6 months ago

Awesome Production Machine Learning ⭐ 16,513

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

most recent commit 24 days ago

Lightgbm ⭐ 16,056

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

dependent packages 574total releases 34latest release September 12, 2023most recent commit 2 months ago

Popular Data Storage Categories