dbt-ml-preprocessing
CueObserve
| dbt-ml-preprocessing | CueObserve | |
|---|---|---|
| 2 | 6 | |
| 175 | 205 | |
| 0.0% | 0.0% | |
| 3.7 | 0.0 | |
| 10 months ago | about 2 years ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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dbt-ml-preprocessing
CueObserve
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[Project] Open-source Anomaly detection on SQL data
We are building CueObserve, an open source repo to run anomaly detection on data in your SQL data warehouses and databases. It currently supports BigQuery, RedShift, Snowflake, Postgres, MySQL and Druid. It is available at github.com/cuebook/cueobserve.
- CueObserve - Anomaly detection on SQL data warehouses and databases
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Show HN: CueObserve – Open-source Anomaly detection on SQL data
Hi HN, Sachin here with Ankit, Praveen, Vineet and Vikrant.
With CueObserve, you can run anomaly detection on business metric data in your SQL data warehouses and databases. CueObserve currently supports 6 data sources - BigQuery, RedShift, Snowflake, Postgres, MySQL and Druid.
CueObserve is open-source (https://github.com/cuebook/CueObserve). Docs are at https://cueobserve.cuebook.ai
Do give it a try and let us know. We’d love to hear your thoughts, feedback, and questions.
What are some alternatives?
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bigquery_fdw - BigQuery Foreign Data Wrapper for PostgreSQL
jupysql - Better SQL in Jupyter. 📊
pyod - A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
sqlglot - Python SQL Parser and Transpiler
luminol - Anomaly Detection and Correlation library
dbt-coves - CLI tool for dbt users to simplify creation of staging models (yml and sql) files
diepvries - The Picnic Data Vault framework.