├── README.md ├── notebooks ├── create_histograms.ipynb └── process_images.ipynb ├── papers ├── CS231N.pdf └── SUSTAIN.pdf ├── prediction_models ├── CNN.py ├── RNN.py ├── __init__.py ├── base.py ├── gp.py └── loss.py ├── train_CNN.ipynb └── train_RNN.ipynb /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BrianHung/CropYield/HEAD/README.md -------------------------------------------------------------------------------- /notebooks/create_histograms.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BrianHung/CropYield/HEAD/notebooks/create_histograms.ipynb -------------------------------------------------------------------------------- /notebooks/process_images.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BrianHung/CropYield/HEAD/notebooks/process_images.ipynb -------------------------------------------------------------------------------- /papers/CS231N.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BrianHung/CropYield/HEAD/papers/CS231N.pdf -------------------------------------------------------------------------------- /papers/SUSTAIN.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BrianHung/CropYield/HEAD/papers/SUSTAIN.pdf -------------------------------------------------------------------------------- /prediction_models/CNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BrianHung/CropYield/HEAD/prediction_models/CNN.py -------------------------------------------------------------------------------- /prediction_models/RNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BrianHung/CropYield/HEAD/prediction_models/RNN.py -------------------------------------------------------------------------------- /prediction_models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BrianHung/CropYield/HEAD/prediction_models/__init__.py -------------------------------------------------------------------------------- /prediction_models/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BrianHung/CropYield/HEAD/prediction_models/base.py -------------------------------------------------------------------------------- /prediction_models/gp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BrianHung/CropYield/HEAD/prediction_models/gp.py -------------------------------------------------------------------------------- /prediction_models/loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BrianHung/CropYield/HEAD/prediction_models/loss.py -------------------------------------------------------------------------------- /train_CNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BrianHung/CropYield/HEAD/train_CNN.ipynb -------------------------------------------------------------------------------- /train_RNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/BrianHung/CropYield/HEAD/train_RNN.ipynb --------------------------------------------------------------------------------