Adaptive control methods developed by Karl Johan Åström and Björn Wittenmark from the 70-80's for industrial use

An adaptive and self-boosting stream processor

Self-tuning adaptive histogram builder for RDF sources

Goroutine-safe cache library. Support LFU/LRU/ARC policies - partial support for more exotic cache eviction algos is WIP (RR/TinyLFU), expirable entries and snapshots.

Code and experiment data from the paper: "Self-Tuning Lam Annealing: Learning Hyperparameters While Problem Solving"

Adaptative controllers and filters projects

This theory defines a generative feedback mechanism that restructures internal architectures in response to input variation. It enhances learning adaptability and dynamic performance control by embedding structural self-modification. 本理論は、入力変化に応じて内部構造を再構成する生成型フィードバック機構を定義します。構造の自己修正を組み込むことで、学習適応性や動的な性能制御を向上させます。