Nov 4, 2016 Deep Learning (Machine Learning) applied to Tinder
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.
Oct 2, 2016 Anomaly Detection in Time Series using Auto Encoders
This article explains how to apply deep learning techniques to detect anomalies in multidimensional time series.
Aug 14, 2016 Create the best cocktails with Deep Learning
We will use Natural Language Processing and Recurrent Neural Networks to find which combinations of ingredients are likely to be the favorites of your guests !
Jul 30, 2016 Stateful LSTM in Keras
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).
Jul 9, 2016 Information Extraction with Stanford NLP
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 -> (Barack Obama; was born in; Hawaii)
Jun 25, 2016 Bayesian Optimization Example
Example on how to use Bayesian Optimization to find the global maximum of a function.
Apr 28, 2016 Configuration of a GPU for Deep Learning (Theano)
Easy tutorial on how to configure properly a GPU for Deep Learning with Ubuntu 14.04 x64 and GTX 460 (this card does not support CuDNN).
Mar 21, 2016 Xavier Initialization
The curious meaning of the Xavier weight initializer in Caffe and other deep learning frameworks.
Mar 15, 2016 Correlation and Independence
Independence always implies zero correlation but the reverse might not be true. Here is a very simple example to illustrate it in R.