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Deep learning
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Deep learning is the subset of machine learning methods based on neural networks with representation learning. The adjective "deep" refers to the use of multiple layers in the network. Methods used can be either supervised, semi-supervised or unsupervised.
Representing images on multiple layers of abstraction in deep learning
Representing images on multiple layers of abstraction in deep learning
Visual art processing of Jimmy Wales in France, with the style of Munch's "The Scream" applied using neural style transfer
Visual art processing of Jimmy Wales in France, with the style of Munch's "The Scream" applied using neural style transfer
Machine learning
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Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data, and thus perform tasks without explicit instructions. Recently, artificial neural networks have been able to surpass many previous approaches in performance.
Clustering via Large Indel Permuted Slopes, CLIPS, turns the alignment image into a learning regression problem. The varied slope (b) estimates betwee
Clustering via Large Indel Permuted Slopes, CLIPS, turns the alignment image into a learning regression problem. The varied slope (b) estimates between each pair of DNA segments enables to identify segments sharing the same set of indels.
A decision tree showing survival probability of passengers on the Titanic
A decision tree showing survival probability of passengers on the Titanic