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Popular pages
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Xavier Initialization – Philippe Remy – My Blog.
The curious meaning of the Xavier weight initializer in Caffe and other deep learning frameworks.
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Stateful LSTM in Keras – Philippe Remy – My Blog.
We will look at a very simple example to understand the mysterious stateful mode available for Long Short Term Memory models in Keras (a popular Deep Learning framework).
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Anomaly Detection in Time Series using Auto Encoders – Philippe Remy – My Blog.
This article explains how to apply deep learning techniques to detect anomalies in multidimensional time series.
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Bayesian Optimization Example – Philippe Remy – My Blog.
Example on how to use Bayesian Optimization to find the global maximum of a function.
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Information Extraction with Stanford NLP – Philippe Remy – My Blog.
Extraction of structured relation triples from plain text, such that the schema for these relations does not need to be specified in advance. Barack Obama was born in Hawaii ->
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Deep Learning (Machine Learning) applied to Tinder – Philippe Remy – My Blog.
We will look at Convolutional Neural Networks, with a fun example of training them to automatically swipe left/right based on a scraped dataset of thousands of pictures from Instagram.