(args)
| 300 | |
| 301 | |
| 302 | def auto_experiment(args): |
| 303 | variants = list(gen_variants(dataset=args.dataset, model=args.model)) |
| 304 | |
| 305 | results_dict = defaultdict(list) |
| 306 | for variant in variants: |
| 307 | args.model = [variant.model] |
| 308 | args.dataset = [variant.dataset] |
| 309 | tool = AutoML(args) |
| 310 | results_dict[variant[:]] = tool.run() |
| 311 | |
| 312 | tablefmt = args.tablefmt if hasattr(args, "tablefmt") else "github" |
| 313 | print("\nFinal results:\n") |
| 314 | output_results(results_dict, tablefmt) |
| 315 | |
| 316 | return results_dict |
| 317 | |
| 318 | |
| 319 | def default_search_space(trial): |
no test coverage detected