🔥 A Modified Toolbox for Broad Learning System, with sklearn liked APIs and Codes.
📌 2023.08 Now APIs for BLS, Stacked-BLS, BLS-AE are Released.
git clone https://github.com/MPX0222/BroadLearningSystemTools-2.0.git
pip install -r requirements.txt
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《A survey of current Broad learning Models》- (English Version, South China University of Technology) : https://ieeexplore.ieee.org/abstract/document/9380770/
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《宽度学习研究进展》-（中文版，华南理工大学） : http://www.cnki.com.cn/Article/CJFDTotal-JSYJ202108003.htm
| Model | Affiliation | Year | Publication | Available API |
|---|---|---|---|---|
| BLS | South China University of Technology | 2018 |  |
BLSRegressor BLSClassifier |
| Fuzzy-BLS | Beijing Normal University | 2018 |  |
FuzzyBLS (Not Available Yet) |
| Stacked-BLS | South China University of Technology | 2020 |  |
StackBLSClassifier |
| Conv-BLS | 2021 | ConvBLS (Not Available Yet) |
||
| Tree-BLS | Beijing University of Technology | 2022 |  |
TreeBLS (Not Available Yet) |
| BLS-AE | South China University of Technology | 2023 |  |
BLSAutoEncoder StackedBLSAEExtractor BLSAEExtractor SparseBLSAutoEncoder (Not Available Yet) |
| 3D-Conv-BLS | Jinan University | 2023 |  |
3DConvBLS (Not Available Yet) |