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scalable-machine-learning

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outbrain-inc / outrank

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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 Mar 3, 2025
  • Python

anastasiamkh / engineering-machine-learning-systems

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Structured notes on designing scalable and fault-tolerant ML systems, to refresh your knowledge and help you prepare for a system design interview. Covers system design, MLOps, and case studies.

python engineering devops distributed-systems machine-learning tech architecture ml interview data-engineering interview-preparation system-design end-to-end-machine-learning machine-learning-interview scalable-machine-learning mlops ml-interview system-design-interview ml-systems ml-system-design
  • Updated Jan 18, 2025

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