A Bio-Digital Circular Framework for Sustainable Duck Feed Production Using Agro-Industrial Side-Streams and Aquatic Biomass

Here is a concise description for each of the three files: Dataset File (.csv): Contains 100 nutritional and physiological records evaluating bird growth performance (particularly ducks) using agro-industrial side-streams and Azolla biomass, including variables for dietary protein, energy, Azolla inclusion percentage, Feed Conversion Ratio (FCR), and target body weight. Code Notebook (.ipynb): A detailed Python machine learning workflow implementing regression algorithms (such as Extra-Trees for FCR prediction and Gradient Boosting for target body weight) along with performance evaluation metrics. Literature References File (.docx): A documented table of peer-reviewed studies and scientific references (1 to 37) focusing on sustainable poultry nutrition and circular bio-economy frameworks.