Spectra Fitting with DRD Calibration

Half of DRDMannTurb provides models for learning wind spectra from data.

The package has Tensorboard integration, which performs all of the logging and post-training visualization of neural network models used in the package.

Contents:

• Data Types and Data Classes
  • Dataclass Primitives
  • Data Types and Eddy Lifetime Functions

---

• Spectra and Eddy Lifetime Function Learning
  • CalibrationProblem
  • OnePointSpectraDataGenerator
  • OnePointSpectra

---

• Loss Function Evaluation
  • LossAggregator

---

• Spectra Interpolation
  • extract_x_spectra()
  • interp_spectra()
  • interpolate()

---

• Visualizing Training
  • plot_loss_logs()