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Alberto Escalante's Projects

cuicuilco icon cuicuilco

A Python framework that allows the construction, training, and evaluation of hierarchical networks (particularly hierarchical Slow Feature Analysis networks, HSFA, and further extensions to SFA) to solve regression and classification problems on images and other high-dimensional data.

marketing_results_prediction icon marketing_results_prediction

An experiment/project that uses supervised learning methods to understand and predict the success of a marketing strategy on individual customers. It is based on algorithms of scikit-learn and tf.estimator

pyfaceanalysis icon pyfaceanalysis

Face detection and analysis software based on hierarchical information-preserving graph-based slow feature analysis (HiGSFA), an extension of slow feature analysis for supervised learning

vad icon vad

Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset.

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