Tutorials

Exploring the Datasets

• Brown Dwarf Synthetic Dataset

Predict Atmospheric Parameters

• Predict Brown Dwarf Atmospheric Parameters
  • 2.1 Load the Brown Dwarf spectra and Trained CNNs models
  • 2.2 Predict Brown Dwarf Atmosphric Parameters of HD 3651 B Using the Tuned Radius

Data Processing

• Data Processing
  • 2.1 Load the Synthetic spectra - training dataset
  • 2.2 Processing the Data

Train a Regression CNNs Model

• Train a Regression CNNs Model
  • 3.1 Data Preperation
  • 3.2 Build the CNN model and Processing the Data
  • 3.3 Train CNN model
  • 3.4 Check the performance of the Trained Model