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resemble is an R package for similarity-based modelling and local learning in spectroscopy. It provides tools for dissimilarity computation, nearest-neighbour search, memory-based learning, and spectral library optimisation (methods designed for large, heterogeneous spectral datasets where global models underperform)
Reproducible Research Compendium for "Improving Models to Predict Holocellulose and Klason Lignin Contents for Peat Soil Organic Matter with Mid-Infrared Spectra" and "The need to reinterpret Hodgkins et al. (2018)".
Provisional Patent created by XVisualAudio, HyperSpectral (IR, UV and visible light) data conversion to audio signals, proprietary protocol to create packets for a stream of video-like data fed to LLMs for training, queries, comparisons, chatbot