experiments

class cogdl.experiments.AutoML(args)[source]

Bases: object

Args:
search_space: function to obtain hyper-parameters to search
run()[source]
cogdl.experiments.auto_experiment(args)[source]
cogdl.experiments.experiment(dataset, model, **kwargs)[source]
cogdl.experiments.gen_variants(**items)[source]
cogdl.experiments.output_results(results_dict, tablefmt='github')[source]
cogdl.experiments.raw_experiment(args)[source]
cogdl.experiments.set_best_config(args)[source]
cogdl.experiments.train(args)[source]
cogdl.experiments.variant_args_generator(args, variants)[source]

Form variants as group with size of num_workers