Merlion

Wraps a number of existing algorithms for time series forecasting and anomaly detection. Also provides a common interface, ensemble models, data preparation ulitilities, visualization, and benchmarking.

Logo

../_images/salesforce_merlion-small.png

Website

N/A

Repository

https://github.com/salesforce/merlion

Byline

A Machine Learning Framework for Time Series Intelligence

License

BSD 3-clause

Project age

0 years 3 months

Backers

SalesForce (Creator and maintainer)

Lastest News (2021-12-17)

v1.1.0 Re-architecture of layerd models & ensembels, making AutoML easier to use; added AutoML variants of ETS and Prophet; bug fixes … more

Size score (1 to 10, higher is better)

2.25

Trend score (1 to 10, higher is better)

7.5

Education Resources

URL

Resource Type

Description

https://arxiv.org/abs/2109.09265

Paper

Technical report on Merlion (2021)

Git Commit Statistics

Statistics computed using Git data through December 31, 2021.

Statistic

Lifetime

Last 12 Months

Commits

48

48

Lines committed

720,878

720,878

Unique committers

6

6

Core committers

1

1

../_images/salesforce_merlion-monthly-commits.png

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