├── LICENSE ├── MANIFEST.in ├── README.md ├── hopular ├── __init__.py ├── auxiliary │ ├── __init__.py │ ├── data.py │ └── resources │ │ ├── blastchar │ │ └── blastchar.csv │ │ ├── blood_transfusion │ │ ├── blood_transfusion_py.dat │ │ ├── folds_py.dat │ │ ├── labels_py.dat │ │ └── validation_folds_py.dat │ │ ├── breast_cancer │ │ ├── breast_cancer_py.dat │ │ ├── folds_py.dat │ │ ├── labels_py.dat │ │ └── validation_folds_py.dat │ │ ├── colleges │ │ ├── colleges.csv │ │ └── missing.json │ │ ├── congressional_voting │ │ ├── congressional_voting_py.dat │ │ ├── folds_py.dat │ │ ├── labels_py.dat │ │ └── validation_folds_py.dat │ │ ├── conn_bench_sonar_mines_rocks │ │ ├── conn_bench_sonar_mines_rocks_py.dat │ │ ├── folds_py.dat │ │ ├── labels_py.dat │ │ └── validation_folds_py.dat │ │ ├── credit_approval │ │ ├── credit_approval_py.dat │ │ ├── folds_py.dat │ │ ├── labels_py.dat │ │ └── validation_folds_py.dat │ │ ├── cylinder_bands │ │ ├── cylinder_bands_py.dat │ │ ├── folds_py.dat │ │ ├── labels_py.dat │ │ └── validation_folds_py.dat │ │ ├── ecoli │ │ ├── ecoli_py.dat │ │ ├── folds_py.dat │ │ ├── labels_py.dat │ │ └── validation_folds_py.dat │ │ ├── energy_y2 │ │ ├── energy_y2_py.dat │ │ ├── folds_py.dat │ │ ├── labels_py.dat │ │ └── validation_folds_py.dat │ │ ├── eye_movements │ │ └── eye_movements.csv │ │ ├── gesture_phase │ │ └── gesture_phase.csv │ │ ├── glass_identification │ │ ├── folds_py.dat │ │ ├── glass_identification_py.dat │ │ ├── labels_py.dat │ │ └── validation_folds_py.dat │ │ ├── haberman_survival │ │ ├── folds_py.dat │ │ ├── haberman_survival_py.dat │ │ ├── labels_py.dat │ │ └── validation_folds_py.dat │ │ ├── heart_cleveland │ │ ├── folds_py.dat │ │ ├── heart_cleveland_py.dat │ │ ├── labels_py.dat │ │ └── validation_folds_py.dat │ │ ├── horse_colic │ │ ├── folds_py.dat │ │ ├── horse_colic_py.dat │ │ ├── labels_py.dat │ │ └── validation_folds_py.dat │ │ ├── led_display │ │ ├── folds_py.dat │ │ ├── labels_py.dat │ │ ├── led_display_py.dat │ │ └── validation_folds_py.dat │ │ ├── mammographic │ │ ├── folds_py.dat │ │ ├── labels_py.dat │ │ ├── mammographic_py.dat │ │ └── validation_folds_py.dat │ │ ├── monks_2 │ │ ├── folds_py.dat │ │ ├── labels_py.dat │ │ ├── monks_2_py.dat │ │ └── validation_folds_py.dat │ │ ├── primary_tumor │ │ ├── folds_py.dat │ │ ├── labels_py.dat │ │ ├── primary_tumor_py.dat │ │ └── validation_folds_py.dat │ │ ├── shrutime │ │ └── shrutime.csv │ │ ├── statlog_australian_credit │ │ ├── folds_py.dat │ │ ├── labels_py.dat │ │ ├── statlog_australian_credit_py.dat │ │ └── validation_folds_py.dat │ │ ├── statlog_german_credit │ │ ├── folds_py.dat │ │ ├── labels_py.dat │ │ ├── statlog_german_credit_py.dat │ │ └── validation_folds_py.dat │ │ ├── statlog_heart │ │ ├── folds_py.dat │ │ ├── labels_py.dat │ │ ├── statlog_heart_py.dat │ │ └── validation_folds_py.dat │ │ ├── sulfur │ │ └── sulfur.csv │ │ ├── vertebral_column2 │ │ ├── folds_py.dat │ │ ├── labels_py.dat │ │ ├── validation_folds_py.dat │ │ └── vertebral_column2_py.dat │ │ └── vertebral_column3 │ │ ├── folds_py.dat │ │ ├── labels_py.dat │ │ ├── validation_folds_py.dat │ │ └── vertebral_column3_py.dat ├── blocks.py ├── interactive.py └── optim.py └── setup.py /LICENSE: -------------------------------------------------------------------------------- 1 | Copyright (c) 2022 Institute for Machine Learning, Johannes Kepler University Linz, Austria (Bernhard Schäfl, Lukas Gruber) 2 | 3 | Permission is hereby granted, free of charge, to any person obtaining a copy 4 | of this software and associated documentation files (the "Software"), to deal 5 | in the Software without restriction, including without limitation the rights 6 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 7 | copies of the Software, and to permit persons to whom the Software is 8 | furnished to do so, subject to the following conditions: 9 | 10 | The above copyright notice and this permission notice shall be included in all 11 | copies or substantial portions of the Software. 12 | 13 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 14 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 15 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 16 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 17 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 18 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 19 | SOFTWARE. -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- 1 | recursive-include hopular/auxiliary/resources/ *.dat *.csv *.json -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Hopular: Modern Hopfield Networks for Tabular Data 2 | 3 | _Bernhard Schäfl1, Lukas Gruber1, 4 | Angela Bitto-Nemling1, 2, Sepp Hochreiter1, 2_ 5 | 6 | 1 ELLIS Unit Linz and LIT AI Lab, Institute for Machine Learning, Johannes Kepler University Linz, Austria 7 | 2 Institute of Advanced Research in Artificial Intelligence (IARAI) 8 | 9 | --- 10 | 11 | ##### Detailed blog post on this paper at [this link](https://ml-jku.github.io/hopular/). 12 | 13 | --- 14 | 15 | While Deep Learning excels in structured data as encountered in vision and natural language processing, it failed to 16 | meet its expectations on tabular data. For tabular data, Support Vector Machines (SVMs), Random Forests, and Gradient 17 | Boosting are the best performing techniques with Gradient Boosting in the lead. Recently, we saw a surge of Deep 18 | Learning methods that were tailored to tabular data but still underperformed compared to Gradient Boosting on 19 | small-sized datasets. We suggest "Hopular", a novel Deep Learning architecture for medium- and small-sized datasets, 20 | where each layer is equipped with continuous modern Hopfield networks. The modern Hopfield networks use stored data to 21 | identify feature-feature, feature-target, and sample-sample dependencies. Hopular's novelty is that every layer can 22 | directly access the original input as well as the whole training set via stored data in the Hopfield networks. 23 | Therefore, Hopular can step-wise update its current model and the resulting prediction at every layer like standard 24 | iterative learning algorithms. In experiments on small-sized tabular datasets with less than 1,000 samples, Hopular 25 | surpasses Gradient Boosting, Random Forests, SVMs, and in particular several Deep Learning methods. In experiments on 26 | medium-sized tabular data with about 10,000 samples, Hopular outperforms XGBoost, CatBoost, LightGBM and a state-of-the 27 | art Deep Learning method designed for tabular data. Thus, Hopular is a strong alternative to these methods on tabular 28 | data. 29 | 30 | The full paper is available at: [https://arxiv.org/abs/2206.00664](https://arxiv.org/abs/2206.00664). 31 | 32 | ## Requirements 33 | 34 | The software was developed and tested on the following 64-bit operating systems: 35 | 36 | - Rocky Linux 8.5 (Green Obsidian) 37 | - macOS 12.4 (Monterey) 38 | 39 | As the development environment, [Python](https://www.python.org) 3.8.3 in combination 40 | with [PyTorch Lightning](https://www.pytorchlightning.ai) 1.4.9 was used. More details on 41 | how to install PyTorch Lightning are available on the [official project page](https://www.pytorchlightning.ai). 42 | 43 | ## Installation 44 | 45 | The recommended way to install the software is to use `pip/pip3`: 46 | 47 | ```bash 48 | $ pip3 install git+https://github.com/ml-jku/hopular 49 | ``` 50 | 51 | ## Usage 52 | 53 | Hopular has two modes of operation: 54 | 55 | - `list` for displaying various information. 56 | - `optim` for optimizing Hopular using specified hyperparameters. 57 | 58 | More information regarding the operation modes is accessible via the `-h` flag (or, alternatively, by `--help`). 59 | 60 | ```bash 61 | $ hopular -h 62 | ``` 63 | 64 | ```bash 65 | $ hopular -h 66 | ``` 67 | 68 | To display all available datasets, the `--datasets` flag has to be specified in the `list` mode. 69 | 70 | ```bash 71 | $ hopular list --datasets 72 | ``` 73 | 74 | Optimizing a Hopular model using the default hyperparameters is achieved by specifying the corresponding dataset in the 75 | `optim` mode. 76 | 77 | ```bash 78 | $ hopular optim --dataset 79 | ``` 80 | 81 | ## Examples 82 | 83 | To optimize a Hopular model on the `GlassIdentificationDataset` using the default hyperparameters, only the dataset 84 | name itself needs to be specified. More details on the default values are available in the 85 | [console interface](hopular/interactive.py) implementation. 86 | 87 | ```bash 88 | $ hopular optim --dataset "GlassIdentificationDataset" 89 | ``` 90 | 91 | Optimizing a smaller Hopular model on the `GlassIdentificationDataset` utilizing only `4` modern Hopfield networks, `2` 92 | iterative refinement blocks, and a scaling factor of `10` is achieved by manually specifying the respective 93 | hyperparameters. 94 | 95 | ```bash 96 | $ hopular optim --dataset "GlassIdentificationDataset" --num_heads 4 --num_blocks 2 --scaling_factor 10 97 | ``` 98 | 99 | ## Disclaimer 100 | 101 | The [datasets](hopular/auxiliary/resources), which are part of this repository, are publicly available and may be 102 | licensed differently. Hence, the [LICENSE](LICENSE) of this repository does not apply to them. More details on the 103 | origin of the datasets are available in the accompanying paper. 104 | 105 | ## License 106 | 107 | This repository is MIT-style licensed (see [LICENSE](LICENSE)), except where noted otherwise. -------------------------------------------------------------------------------- /hopular/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ml-jku/hopular/3e0c39fdc59568349373af573ee52c03305ca105/hopular/__init__.py -------------------------------------------------------------------------------- /hopular/auxiliary/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ml-jku/hopular/3e0c39fdc59568349373af573ee52c03305ca105/hopular/auxiliary/__init__.py -------------------------------------------------------------------------------- /hopular/auxiliary/resources/blood_transfusion/labels_py.dat: 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0,0,0,0 229 | 1,0,0,0 230 | 0,0,0,0 231 | 0,1,0,0 232 | 0,0,0,0 233 | 0,0,0,0 234 | 0,0,0,1 235 | 1,1,0,0 236 | 0,0,0,0 237 | 0,0,0,0 238 | 0,0,1,0 239 | 0,1,0,0 240 | 0,0,0,1 241 | 0,0,0,1 242 | 0,0,0,0 243 | 1,1,1,1 244 | 0,1,0,0 245 | 0,0,0,0 246 | 0,0,1,0 247 | 0,0,0,1 248 | 0,0,0,0 249 | 0,0,0,0 250 | 1,0,1,0 251 | 1,0,1,0 252 | 0,0,0,1 253 | 0,0,0,1 254 | 0,0,0,1 255 | 0,0,0,0 256 | 0,1,1,0 257 | 0,0,0,0 258 | 0,0,0,0 259 | 1,0,0,0 260 | 0,0,0,0 261 | 1,0,0,0 262 | 0,0,0,0 263 | 0,0,1,0 264 | 0,0,0,1 265 | 0,0,1,0 266 | 0,0,0,0 267 | 0,0,0,1 268 | 0,0,0,0 269 | 1,0,0,0 270 | 0,0,0,0 271 | 0,0,0,0 272 | 1,0,1,0 273 | 0,0,0,0 274 | 0,0,0,0 275 | 0,0,0,0 276 | 0,0,0,0 277 | 0,0,0,0 278 | 0,0,1,1 279 | 0,0,0,1 280 | 0,1,1,0 281 | 0,1,0,0 282 | 0,0,0,0 283 | 0,1,0,1 284 | 0,0,1,0 285 | 0,1,0,1 286 | 0,0,0,0 287 | 0,0,0,0 288 | 0,0,0,0 289 | 0,0,0,0 290 | 0,0,1,0 291 | 0,0,0,0 292 | 0,1,0,0 293 | 0,0,1,0 294 | 0,0,0,0 295 | 0,1,0,1 296 | 0,0,0,0 297 | 0,0,1,0 298 | 0,0,0,0 299 | 0,0,0,1 300 | 0,0,0,0 301 | 1,0,0,0 302 | 0,0,0,1 303 | 0,0,0,0 304 | 0,0,0,0 305 | 0,0,0,0 306 | 0,1,1,1 307 | 0,0,0,1 308 | 0,1,0,0 309 | 0,0,0,0 310 | 0,0,0,0 311 | -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- 1 | import setuptools 2 | 3 | with open(r'README.md', mode=r'r') as readme_handle: 4 | long_description = readme_handle.read() 5 | 6 | setuptools.setup( 7 | name=r'hopular', 8 | version=r'1.0.0', 9 | author=r'Bernhard Schäfl', 10 | author_email=r'schaefl@ml.jku.at', 11 | url=r'https://github.com/ml-jku/hopular', 12 | description=r'A novel deep learning architecture based on continuous modern Hopfield networks' + 13 | r' for tackling small tabular datasets.', 14 | long_description=long_description, 15 | long_description_content_type=r'text/markdown', 16 | packages=setuptools.find_packages(), 17 | python_requires=r'>=3.8.0', 18 | install_requires=[ 19 | r'pytorch-lightning>=1.4.9', 20 | r'fairscale>=0.4.3', 21 | r'scikit-learn>=1.0.1', 22 | r'pandas>=1.3.3', 23 | r'hopfield-layers@git+https://github.com/ml-jku/hopfield-layers' 24 | ], 25 | zip_safe=True, 26 | include_package_data=True, 27 | entry_points={ 28 | r'console_scripts': [ 29 | r'hopular = hopular.interactive:console_entry' 30 | ] 31 | } 32 | ) 33 | --------------------------------------------------------------------------------