E

efficiency

Sapient Eval is an open-source, AGPL-3.0+ compliant benchmarking framework for evaluating AI models across accuracy, speed, efficiency, and reasoning performance. Built around a modular, spec-driven architecture, it enables users to define industry-specific evaluation standards, run reproducible tests on locally hosted or remote models, and compare results transparently to establish measurable, empirical performance across synthetic intelligence systems. https://roxanneardary.com/sapient-eval/

Effortless OS is an open-source AGPL-3.0+ operating system for decision-making, time valuation, and work reduction. It analyzes income, time, cognitive load, and task structure to determine what should be done, delegated, automated, or eliminated. The system is designed to reduce unnecessary effort while preserving identity, autonomy, and meaningful work, enabling users to design their lives through intentional subtraction rather than constant addition. https://roxanneardary.com/effortless-os/

The efficient alternative to Neural Networks. Implements SLRM (Segmented Linear Regression Model) for neural compression and non-linear data modeling, achieving high precision with a fraction of the parameters of a traditional ANN.

A variant of the A* algorithm to solve the game of Taquin. Efficient c++20 algorithm that can be tested online!

Combination of the two probabilistic data structures, K-Minimum Values Sketch (KMV) and Count-Min Sketch (CM), to realise point and especially set operation queries of data sets.

A look at how to build secure and efficient containers