# Transcriptomic Dynamics Models in Field Conditions

## Documentation for package ‘FIT’ version 0.0.4

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

FIT-package | FIT: a statistical modeling tool for transcriptome dynamics under fluctuating field conditions
FIT | FIT: a statistical modeling tool for transcriptome dynamics under fluctuating field conditions
fit.models | A raw API for fixing linear regression coefficients.
init | A raw API for initializing model parameters.
load.attribute | Loads attribute data.
load.expression | Loads expression data.
load.weather | Loads weather data.
load.weight | Loads regression weight data.
make.recipe | Creates a recipe for training models.
optim | A raw API for optimizing model parameters.
predict | Predicts gene expressions using pretrained models.
prediction.errors | Computes the prediction errors using the trained models.
train | Constructs models following a recipe.
train.to.predict.adaptor | Adapts the result of 'train()' to an input to 'predict()'.
weather.entries | Supported weather factors.