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個人的な論文のまとめ・メモを公開しています．あくまでも個人的にまとめているため，あまり参考にならないかもしれませんが，怒らないでください．

運営しているクリエイター: Maxwell

#データ分析

The Lovasz-Softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networks

Arxiv Tensorflow / Pytorch implementation Demo 1. Abstract 1-1. Loss function for direct optimization w.r.t Jaccard index 1-2. Optimizing the Jaccard index in a continuous optimization framework 1-3. Lovasz hinge loss: binary im

N-BEATS: Neural basis expansion analysis for interpretable time series forecasting

Arxiv Keras / Pytorch implementationDemo 1. Abstract 1-1. Improving accuracy by 3% over Smyl's winning solution in M4 competition. 1-2. M4 competition summary paper: https://www.sciencedirect.com/science/article/pii/S016920701930

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#データ分析

The Lovasz-Softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networks

N-BEATS: Neural basis expansion analysis for interpretable time series forecasting