Catch22 Alternatives
Similar projects and alternatives to catch22
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Kats
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
catch22 reviews and mentions
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Kats: One stop shop for time series analysis in Python
The time series feature (TSFeature) extraction module in Kats can produce 65 features with clear statistical definitions, which can be incorporated in most machine learning (ML) models...
I'd be curious about the performance of these. One of the time series featurization libraries I've liked but haven't used in anger is catch22:
- https://github.com/chlubba/catch22
- https://link.springer.com/article/10.1007/s10618-019-00647-x
In particular I like catch22's methodology:
catch22 is a collection of 22 time-series [that are] are a high-performing subset of the over 7000 features in hctsa. Features were selected based on their classification performance across a collection of 93 real-world time-series classification problems...
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How to statistically test whether two time-series are "different"?
Check out package called catch22, I believe this may be precisely what you need.
Stats
DynamicsAndNeuralSystems/catch22 is an open source project licensed under GNU General Public License v3.0 only which is an OSI approved license.
The primary programming language of catch22 is C.
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