learningcurvefitting

The code reads learning curves from a database and creates extrapolation tasks by truncating them at different lengths. This allows evaluating how well models predict future performance from limited observations. It supports various parametric models, such as power law and exponential forms, with both exact and approximate gradient computations, enabling flexible and efficient fitting.