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-1 votes
1 answer
74 views

Autoencoder for dimesionality reduction in DL4J

I'm trying to write an autoencoder for dimensionality reduction in DL4J, but all the autoencoder examples I can find for DL4J are for outlier detection. https://deeplearning4j.konduit.ai/v/en-1.0.0-...
code monkey's user avatar
0 votes
1 answer
125 views

How to define a threshold from generated H2O Autoencoder / Anomaly Detection Model for Inference in Java API?

With the latest version of hex.genmodel java library, we can get the MSE value. But I need to define the threshold value to identify the anomaly from generated H2O Poco class itself. Even a ...
Niroshan K's user avatar
3 votes
2 answers
1k views

Autoencoder learns average of all samples

I'm a programming enthusiast learning how to write an autoencoder from scratch. I've already tried making simple neural networks for linear regression problems and non-linear data classification, so I ...
Alenprintf 's user avatar
0 votes
1 answer
528 views

how to canonicalize content with OWASP Encoder Project

To escape from Cross-Site-Scripting attack i have to sanitize html content. Previously i used Esapi encoder canonicalize like this: ESAPI.encoder().canonicalize(content); and last update on this ...
neorus's user avatar
  • 504
1 vote
1 answer
625 views

How to use a generated H2O Autoencoder / Anomaly Detection Model for Inference in Java API?

I want to use H2O Autoencoder (Anomaly Detection) for Inference / Prediction in a Java class. I built the autoencoder example "ECG Hearbeats" from H2O DeepLearningBooklet with R and saved it. I can ...
Kai W�hner's user avatar
  • 5,480
1 vote
0 answers
79 views

What's the input matrix for Stack Denoising Encoder function?

I'm trying to use this example for training text data, which labeled as positive or negative. But I don't understand what input should be the input for train function. In test_sda function, it have ...
Anh Qu�n's user avatar
4 votes
1 answer
2k views

Implementation of Autoencoder [closed]

I'm trying to implement an Auto-encoder by my own in Java. From the theory, I understood that auto-encoder is basically a symmetric network. So, if I chose to have 5 layers in total, do I have to use ...
pinkpanther's user avatar
  • 4,808