Tutorial showing how a neural net can be trained to predict total densities from form factors with the NMR lipids database

The notebook step by step:

• Initialize the NMR lipids databank
• Gather all available form factors and total densities in data frames
• Preprocess the data to deal with different dimensions due to different experimental setups
• Split data into a train and a test set
• Train and evaluate a neural net that predicts total densities from form factors