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pattern-search

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Project-aware collection management based on Qdrant, including a Rust MCP, daemon and CLI: hybrid semantic, pattern and full-text (FTS5) search into single or cross-concerns collection. Dedicated collections for knowledge library, LLM behavioral rules, and an LLM scratchpad

  • Updated Sep 27, 2026
  • Rust

scikit-learn-compatible hyperparameter search: BayesHalvingSearchCV (or HalvingBayesianSearchCV - Bayesian/GP) and PatternSearchCV (Hooke-Jeeves), with multi-fidelity data growth for faster tuning on large datasets

  • Updated Aug 14, 2026
  • Jupyter Notebook

keywords: nonlinear optimization, pattern search, augmented lagrangian, karush-kuhn-tucker, constrained optimization, conjugate gradient methods, quasi newton methods, line search descent methods, onedimensional and multidimensional optimazation

  • Updated Jan 21, 2024
  • Python

Dynamic Oracle Synthesis and Amplitude Amplification for unstructured 3-bit quantum pattern search with Qiskit. Implements bit-conditional Pauli-X conjugation around CCZ, 2D invariant subspace rotation dynamics, optimal stopping at R = 2 Grover iterations (94.53% target fidelity), and empirical validation via AerSimulator across all 8 basis states.

  • Updated Sep 23, 2026
  • Jupyter Notebook

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