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Top 12 drift-detection Open-Source Projects
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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.
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eurybia
⚓ Eurybia monitors model drift over time and securizes model deployment with data validation
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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sdk-javascript
The official JavaScript SDK for the Modzy Machine Learning Operations (MLOps) Platform.
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sdk-java
The official Java library for the Modzy Machine Learning Operations (MLOps) Platform (by modzy)
Project mention: Exploring Open-Source Alternatives to Landing AI for Robust MLOps | dev.to | 2023-12-13Numerous tools exist for detecting anomalies in time series data, but Alibi Detect stood out to me, particularly for its capabilities and its compatibility with both TensorFlow and PyTorch backends.
Project mention: Frouros: An open-source Python library for drift detection in machine learning | news.ycombinator.com | 2024-04-06
Project mention: Call for open source devs to build the future of healthcare! | /r/github | 2023-06-30
drift-detection related posts
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Frouros: An open-source Python library for drift detection in machine learning
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Frouros: A Python library for drift detection in ML systems
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Call for open source devs to build the future of healthcare!
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[P] Calling open source devs to build the future of healthcare
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Frouros: A Python library for drift detection in ML systems
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Frouros: A Python library for drift detection in Machine Learning problems
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A note from our sponsor - InfluxDB
www.influxdata.com | 30 Apr 2024
Index
What are some of the best open-source drift-detection projects? This list will help you:
Project | Stars | |
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1 | alibi-detect | 2,085 |
2 | popmon | 486 |
3 | TorchDrift | 302 |
4 | terradrift | 218 |
5 | eurybia | 203 |
6 | frouros | 160 |
7 | terraplate | 75 |
8 | cyclops | 66 |
9 | sdk-python | 24 |
10 | sdk-javascript | 16 |
11 | sdk-java | 11 |
12 | sdk-go | 3 |
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