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田兴业
田兴业

田兴业

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From Real-Time deep learning in mobile application by Akira Sosa

So, if you want to publish your application using deep learning in mobile device, it’s highly recommended to measure the speed by using some major devices. Now, I would like to share our measurement results of MobileUNet.

From Custom Loss functions for Deep Learning: Predicting Home Values with Keras for R by Ben Weber

…tandard machine learning approaches at these problems, such as linear regression or random forests, often the model will overfit the samples with the highest values in order to reduce metrics such as mean absolute error. However, what you may actually want is to treat the samples with similar weighting, and to use an e…

From Custom Loss functions for Deep Learning: Predicting Home Values with Keras for R by Ben Weber

…ne of the problems that I’ve encountered a few times when working with financial data is that often you need to build predictive models where the output can have a wide range of values, across different orders of magnitude. For example, this can happen when predicting housing prices, where some homes are valued at $100k a…

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A Gold-Winning Solution Review of Kaggle Humpback Whale Identification Challenge

Vladislav Shakhray

[ NIPS 2011 / Andrew Ng ] First Glance of Sparse Filtering in Tensorflow with Interactive Code

Jae Duk Seo

Facial Similarity with Siamese Networks in PyTorch

Harshvardhan Gupta