Milk Yield Time Series Prediction
Implementation details for the research of using RNNs (LSTM/GRU) for bovine milk yield time series.
- I. Preparing the Dataset
- II. Building the Dataset Class
- III. Building the Model Class
- IV. Training and Optimization
To use and edit these files an Anaconda installation of Python, Peewee and PyTorch are required. The contents are viewable within this Github repo.
All diagrams have been made with draw.io.