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auxiliary-learning

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Sakib1263 / Inception-InceptionResNet-SEInception-SEInceptionResNet-1D-2D-Tensorflow-Keras

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Models Supported: Inception [v1, v2, v3, v4], SE-Inception, Inception_ResNet [v1, v2], SE-Inception_ResNet (1D and 2D version with DEMO for Classification and Regression)

machine-learning deep-neural-networks deep-learning regression python3 classification convolutional-neural-networks 2d-convolution keras-tensorflow inception-v3 inceptionv2 1d-convolution inception-resnet-v2 inception-v4 tensorflow2 auxiliary-learning googlenet-inception-network inception-resnet-v1 seinception seinceptionresnet
  • Updated Feb 9, 2022
  • Jupyter Notebook

Sushil-Deore / Multi-Task-learning-for-Predictive-maintenance-applications-on-class-imbalance-data

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The aim of this study is to determine the machine failure by construction of classifier model on predictive maintenance dataset. The class imbalance data compromise the performance of the constructed model and this is addressed by assessing the oversampling methods with Multi-Task Learning (MTL)architecture. Also, to gauge the performance of aux…

data classification smote multitask-learning auxiliary-learning datageneration
  • Updated Sep 22, 2022
  • Jupyter Notebook

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