Запрос на слияние 'develop' (#2) из develop в master

docs: uppdate readme.md

docs: document research artifacts and updated pur_C5 metrics

docs: add Beamer presentation with project figures

docs: add research conclusions for surrogate model evaluation

docs: uppdate readme.md

docs: document research artifacts and updated pur_C5 metrics

docs: add Beamer presentation with project figures

docs: add research conclusions for surrogate model evaluation

data: add dataset size and timing study results

feat: add research analysis sections to training notebook

docs: document pur_C5 sampling and training approach

data: update evaluation metrics and trained model

feat: add cross-validation and purity head to training

data: regenerate gfu dataset

feat: add biased sampling for column 3 parameters

docs: update readme

data: regenerate new gfu dataset

feat: parallelize DWSIM dataset generation

refactor: clean up dataset generation script

Запрос на слияние 'develop' (#1) из develop в master

data: add model evaluation metrics

feat: add model training pipeline and requirements

data: add generated gfu dataset

feat: add dataset generation script

data: add model evaluation metrics

feat: add model training pipeline and requirements

data: add generated gfu dataset

feat: add dataset generation script

chore: add gfu model

fix: fix speed

fix: fix

fix