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big-data-analytics

emotion-recognition

Convolutional Neural Network (CNN) functioning as a visual feature extractor and trained using raw speech information.

hebbian-learning

Repetition first part of paper : J. Hubert, E. Matsuda and T. Ikegami, Hebbian learning in a multimodal environment, in Advances in Artificial Life, ECAL, Vol. 12, pp. 698–705, 2013.

ml-1st-assignment

Linear Regression and Classification (kNN, Naive Bayes, Bayes, Expectation Maximization, Perceptron)

ml-2nd-assignment

*Digit Recognition

the-boston-housing-price-dataset

the-imdb-dataset

the-reuters-dataset

Reuters dataset, is a set of short newswires and their topics, published by Reuters in 1986. It’s a simple, widely used toy dataset for text classification. There are 46 different topics; some topics are more represented than others, but each topic has at least 10 examples in the training set.

use-pre-trained-network

Use of pre-trained VGG16 convolutional base.