Use run

If you want to quickly run a model, Faknow provides two ways to run it: Parameter Dicts and YAML Config Files. You can create a Python file (for example, run. py) and write the following code into the file.

from faknow.run import run

model = 'mdfend'  # lowercase short name of models
kargs = {'train_path': 'train.json', 'test_path': 'test.json'}  # dict arguments
run(model, **kargs)

The json file for mdfend should be like:

[
    {
        "text": "this is a sentence.",
        "domain": 9
    },
    {
        "text": "this is a sentence.",
        "domain": 1
    }
]

Or adopt another operating mode:

from faknow.run import run_from_yaml

model = 'mdfend'  # lowercase short name of models
config_path = 'mdfend.yaml'  # config file path
run_from_yaml(model, config_path)

Your yaml config file should be like:

train_path: train.json # the path of training set file
test_path: test.json # the path of testing set file

Please refer to Config Introduction for more details about config settings.