Manipulation and analysis of data series collections
Project description
Cumulative is an open source project and Python package that provides an intuitive in-memory interface to transform and analyse large collections of time series with composable pipelines.
- Documentation: https://elehcimd.github.io/cumulative/
- Source code: https://github.com/elehcimd/cumulative
Key features
- Transformations: Apply vectorized time series transformations as composable operations
- Interoperability: Access the underlying data at any time as a Pandas data frame
- Flexibility: Implement custom transformations and store arbitrary metadata
Requirements
- Python >=3.10
Installation
pip install cumulative
License
This project is licensed under the terms of the BSD 3-Clause License.
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