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 |
|
|---|---|
Website |
N/A |
Repository |
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Byline |
A Machine Learning Framework for Time Series Intelligence |
License |
BSD 3-clause |
Project age |
0 years 3 months |
Backers |
|
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 |
|---|---|---|
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 |
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