Flurs
🌊 FluRS: A Python library for streaming recommendation algorithms
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|---|---|---|---|---|---|---|---|---|---|---|
| Nab | 1,554 | a year ago | 28 | agpl-3.0 | Jupyter Notebook | |||||
| The Numenta Anomaly Benchmark | ||||||||||
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| Rrcf | 442 | 18 days ago | 27 | mit | Python | |||||
| 🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams | ||||||||||
| Incubator Samoa | 242 | 2 months ago | 16 | apache-2.0 | Java | |||||
| Mirror of Apache Samoa (Incubating) | ||||||||||
| Random Cut Forest By Aws | 175 | 2 | 22 days ago | 11 | July 07, 2022 | 14 | apache-2.0 | Java | ||
| An implementation of the Random Cut Forest data structure for sketching streaming data, with support for anomaly detection, density estimation, imputation, and more. | ||||||||||
| Decima Sim | 132 | 2 years ago | 18 | Python | ||||||
| Learning Scheduling Algorithms for Data Processing Clusters | ||||||||||
| Flurs | 100 | 1 | a year ago | 5 | January 31, 2022 | 4 | mit | Python | ||
| :ocean: FluRS: A Python library for streaming recommendation algorithms | ||||||||||
| Hoidla | 66 | 3 years ago | 3 | Java | ||||||
| Set of real time stream processing algorithms that can be used by big data streaming platform | ||||||||||
| Streaming_algorithms | 59 |  | 1 | 2 | 7 months ago | 5 | July 15, 2020 | 4 | apache-2.0 | Rust |
| Performant implementations of various streaming algorithms, including Count–min sketch, Top k, HyperLogLog, Reservoir sampling. | ||||||||||
| Streaming Percentiles | 47 | 4 months ago | 6 | March 29, 2019 | 9 | mit | C++ | |||
| Cross-platform, multi-language implementation of multiple streaming percentile algorithms | ||||||||||
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Readme
FluRS: Streaming Recommendation in Python
FluRS is a Python library for online item recommendation. The name indicates Flu-* (Flux, Fluid, Fluent) Recommender Systems which incrementally adapt to dynamic user-item interactions in a streaming environment.
- FluRS: A Library for Streaming Recommendation Algorithms at EuroSciPy 2017 (video)
- FluRS: A Python Library for Online Item Recommendation | takuti.me
- A repository takuti/stream-recommender uses FluRS v0.0.1 to write research papers.
Installation
pip install flurs
Usage
See documentation for detail.
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