├── .gitignore ├── LICENSE ├── README.md ├── custom_libs └── README.md ├── examples ├── minimal_example.py ├── minimal_example_no_preprocessing.py └── toy_example │ ├── dummy_data_utils.py │ ├── finetuning_hps.yaml │ └── toy_data_run.py ├── finetuning_scripts ├── constant_utils.py ├── data_classes.py ├── finetune_tabpfn_main.py ├── metric_utils │ ├── __init__.py │ ├── ag_classification_metrics.py │ └── ag_metrics.py └── training_utils │ ├── __init__.py │ ├── ag_early_stopping.py │ ├── data_utils.py │ ├── model_utils.py │ ├── training_loss.py │ └── validation_utils.py ├── pyproject.toml └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/README.md -------------------------------------------------------------------------------- /custom_libs/README.md: -------------------------------------------------------------------------------- 1 | # Placeholder -------------------------------------------------------------------------------- /examples/minimal_example.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/examples/minimal_example.py -------------------------------------------------------------------------------- /examples/minimal_example_no_preprocessing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/examples/minimal_example_no_preprocessing.py -------------------------------------------------------------------------------- /examples/toy_example/dummy_data_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/examples/toy_example/dummy_data_utils.py -------------------------------------------------------------------------------- /examples/toy_example/finetuning_hps.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/examples/toy_example/finetuning_hps.yaml -------------------------------------------------------------------------------- /examples/toy_example/toy_data_run.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/examples/toy_example/toy_data_run.py -------------------------------------------------------------------------------- /finetuning_scripts/constant_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/finetuning_scripts/constant_utils.py -------------------------------------------------------------------------------- /finetuning_scripts/data_classes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/finetuning_scripts/data_classes.py -------------------------------------------------------------------------------- /finetuning_scripts/finetune_tabpfn_main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/finetuning_scripts/finetune_tabpfn_main.py -------------------------------------------------------------------------------- /finetuning_scripts/metric_utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /finetuning_scripts/metric_utils/ag_classification_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/finetuning_scripts/metric_utils/ag_classification_metrics.py -------------------------------------------------------------------------------- /finetuning_scripts/metric_utils/ag_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/finetuning_scripts/metric_utils/ag_metrics.py -------------------------------------------------------------------------------- /finetuning_scripts/training_utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /finetuning_scripts/training_utils/ag_early_stopping.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/finetuning_scripts/training_utils/ag_early_stopping.py -------------------------------------------------------------------------------- /finetuning_scripts/training_utils/data_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/finetuning_scripts/training_utils/data_utils.py -------------------------------------------------------------------------------- /finetuning_scripts/training_utils/model_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/finetuning_scripts/training_utils/model_utils.py -------------------------------------------------------------------------------- /finetuning_scripts/training_utils/training_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/finetuning_scripts/training_utils/training_loss.py -------------------------------------------------------------------------------- /finetuning_scripts/training_utils/validation_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/finetuning_scripts/training_utils/validation_utils.py -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/LennartPurucker/finetune_tabpfn_v2/HEAD/pyproject.toml -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | tabpfn<2.1 2 | ruff 3 | lightgbm 4 | pynvml 5 | wandb 6 | schedulefree 7 | seaborn 8 | --------------------------------------------------------------------------------