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awesome-mlops / awesome-ml-monitoring

Star 72

A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profiling data 🚀

data-science machine-learning deep-learning datascience dataops data-management data-cleaning model-management concept-drift data-quality aiops machine-learning-platform data-monitoring mlops model-monitoring model-performance data-drift model-explainability model-drift
  • Updated May 7, 2024

outbrain-inc / outrank

Star 21

A Python library for efficient feature ranking and selection on sparse data sets.

machine-learning data-mining statistics algorithms python-library feature-selection probabilistic-programming counting feature-engineering cardinality-estimation multithreaded sampling-methods online-learning-algorithms data-monitoring data-stream-mining scalable-machine-learning feature-ranking numba-jit-compiler online-feature-building
  • Updated Jan 29, 2025
  • Python

pkErbynn / IoT-WQMS

Star 14

An IoT-based water quality monitoring and notification system for fish farmers to determine the physio-chemical parameters of aqua-cultured sites such as fish ponds. Built with esp32-arduino microcontroller, sensors (temperature, turbidity, pH, ultrasonic), Python Flask and SQLite Database). Literature work: https://drive.google.com/file/d/1_ctE…

iot opensource web-app data-visualisation data-analysis water-quality data-collection email-notification data-monitoring esp32-arduino aquaculture espduino
  • Updated Jul 21, 2023
  • HTML

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