Research project

Kevin Alberts e4c51e2d3d Allow loss function to be defined by the dataset. Add specialized loss function for US weather dataset		2021-01-21 21:47:00 +01:00
datasets	Initial, very basic framework for running comparison tests	2020-11-24 17:19:46 +01:00
models	Allow loss function to be defined by the dataset. Add specialized loss function for US weather dataset	2021-01-21 21:47:00 +01:00
saved_models	Initial, very basic framework for running comparison tests	2020-11-24 17:19:46 +01:00
.gitignore	First basic auto-encoder and CIFAR-10 dataset implemented	2020-12-28 13:09:18 +01:00
config.example.py	Implement types of auto-encoders and corruption, use log scale in loss graphs, lots of helper function hooks in training process to allow implementations	2020-12-29 18:44:44 +01:00
logging.conf	Allow input shape to be defined by dataset, save loss values as csv after training, implemented basic version of US weather dataset, but it is very slow and has bad results probably due to input encoding issue	2021-01-20 21:48:31 +01:00
main.py	Allow loss function to be defined by the dataset. Add specialized loss function for US weather dataset	2021-01-21 21:47:00 +01:00
requirements.txt	Add mssim score calculation, corrupt test data before testing, clip noise to avoid invalid values	2021-01-17 16:59:14 +01:00
utils.py	Allow input shape to be defined by dataset, save loss values as csv after training, implemented basic version of US weather dataset, but it is very slow and has bad results probably due to input encoding issue	2021-01-20 21:48:31 +01:00