map2map/README.md

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2019-11-19 03:43:39 +01:00
# map2map
Neural network emulators to transform field/map data
2020-03-04 02:23:13 +01:00
## Installation
Install in editable mode
```bash
pip install -e .
```
## Usage
Take a look at the examples in `scripts/*.slurm`, and the command line options
in `map2map/args.py` or by `m2m.py -h`.
### data
Structure your data to start with the channel axis and then the spatial
dimensions.
Put each sample in one file.
Specify the data path with glob patterns.
#### data normalization
Input and target (output) data can be normalized by functions defined in
`map2map2/data/norms/`.
### model
Find the models in `map2map/models/`.
Customize the existing models, or add new models there and edit the `__init__.py`.