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Claude COULOMBE
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Claude COULOMBE commented on a post on Blogger.
Ok, je triche un peu, d'abord la récursion est prise en charge par la fonction Python permutations. Aussi, je ne tiens pas compte des ponctuations. Bon, mais la solution m'a pris moins d'une minute...

import itertools
list(itertools.permutations(["vos beaux yeux","me font", "mourir","d'amour","belle marquise"])) + list(itertools.permutations(["vos yeux beaux","me font", "mourir","d'amour","belle marquise"]))

[('vos beaux yeux', 'me font', 'mourir', "d'amour", 'belle marquise'),
('vos beaux yeux', 'me font', 'mourir', 'belle marquise', "d'amour"),
('vos beaux yeux', 'me font', "d'amour", 'mourir', 'belle marquise'),
('vos beaux yeux', 'me font', "d'amour", 'belle marquise', 'mourir'),
('vos beaux yeux', 'me font', 'belle marquise', 'mourir', "d'amour"),
('vos beaux yeux', 'me font', 'belle marquise', "d'amour", 'mourir'),
('vos beaux yeux', 'mourir', 'me font', "d'amour", 'belle marquise'),
('vos beaux yeux', 'mourir', 'me font', 'belle marquise', "d'amour"),
('vos beaux yeux', 'mourir', "d'amour", 'me font', 'belle marquise'),
('vos beaux yeux', 'mourir', "d'amour", 'belle marquise', 'me font'),
('vos beaux yeux', 'mourir', 'belle marquise', 'me font', "d'amour"),
('vos beaux yeux', 'mourir', 'belle marquise', "d'amour", 'me font'),
('vos beaux yeux', "d'amour", 'me font', 'mourir', 'belle marquise'),
('vos beaux yeux', "d'amour", 'me font', 'belle marquise', 'mourir'),
('vos beaux yeux', "d'amour", 'mourir', 'me font', 'belle marquise'),
('vos beaux yeux', "d'amour", 'mourir', 'belle marquise', 'me font'),
('vos beaux yeux', "d'amour", 'belle marquise', 'me font', 'mourir'),
('vos beaux yeux', "d'amour", 'belle marquise', 'mourir', 'me font'),
('vos beaux yeux', 'belle marquise', 'me font', 'mourir', "d'amour"),
('vos beaux yeux', 'belle marquise', 'me font', "d'amour", 'mourir'),
('vos beaux yeux', 'belle marquise', 'mourir', 'me font', "d'amour"),
('vos beaux yeux', 'belle marquise', 'mourir', "d'amour", 'me font'),
('vos beaux yeux', 'belle marquise', "d'amour", 'me font', 'mourir'),
('vos beaux yeux', 'belle marquise', "d'amour", 'mourir', 'me font'),
('me font', 'vos beaux yeux', 'mourir', "d'amour", 'belle marquise'),
('me font', 'vos beaux yeux', 'mourir', 'belle marquise', "d'amour"),
('me font', 'vos beaux yeux', "d'amour", 'mourir', 'belle marquise'),
('me font', 'vos beaux yeux', "d'amour", 'belle marquise', 'mourir'),
('me font', 'vos beaux yeux', 'belle marquise', 'mourir', "d'amour"),
('me font', 'vos beaux yeux', 'belle marquise', "d'amour", 'mourir'),
('me font', 'mourir', 'vos beaux yeux', "d'amour", 'belle marquise'),
('me font', 'mourir', 'vos beaux yeux', 'belle marquise', "d'amour"),
('me font', 'mourir', "d'amour", 'vos beaux yeux', 'belle marquise'),
('me font', 'mourir', "d'amour", 'belle marquise', 'vos beaux yeux'),
('me font', 'mourir', 'belle marquise', 'vos beaux yeux', "d'amour"),
('me font', 'mourir', 'belle marquise', "d'amour", 'vos beaux yeux'),
('me font', "d'amour", 'vos beaux yeux', 'mourir', 'belle marquise'),
('me font', "d'amour", 'vos beaux yeux', 'belle marquise', 'mourir'),
('me font', "d'amour", 'mourir', 'vos beaux yeux', 'belle marquise'),
('me font', "d'amour", 'mourir', 'belle marquise', 'vos beaux yeux'),
('me font', "d'amour", 'belle marquise', 'vos beaux yeux', 'mourir'),
('me font', "d'amour", 'belle marquise', 'mourir', 'vos beaux yeux'),
('me font', 'belle marquise', 'vos beaux yeux', 'mourir', "d'amour"),
('me font', 'belle marquise', 'vos beaux yeux', "d'amour", 'mourir'),
('me font', 'belle marquise', 'mourir', 'vos beaux yeux', "d'amour"),
('me font', 'belle marquise', 'mourir', "d'amour", 'vos beaux yeux'),
('me font', 'belle marquise', "d'amour", 'vos beaux yeux', 'mourir'),
('me font', 'belle marquise', "d'amour", 'mourir', 'vos beaux yeux'),
('mourir', 'vos beaux yeux', 'me font', "d'amour", 'belle marquise'),
('mourir', 'vos beaux yeux', 'me font', 'belle marquise', "d'amour"),
('mourir', 'vos beaux yeux', "d'amour", 'me font', 'belle marquise'),
('mourir', 'vos beaux yeux', "d'amour", 'belle marquise', 'me font'),
('mourir', 'vos beaux yeux', 'belle marquise', 'me font', "d'amour"),
('mourir', 'vos beaux yeux', 'belle marquise', "d'amour", 'me font'),
('mourir', 'me font', 'vos beaux yeux', "d'amour", 'belle marquise'),
('mourir', 'me font', 'vos beaux yeux', 'belle marquise', "d'amour"),
('mourir', 'me font', "d'amour", 'vos beaux yeux', 'belle marquise'),
('mourir', 'me font', "d'amour", 'belle marquise', 'vos beaux yeux'),
('mourir', 'me font', 'belle marquise', 'vos beaux yeux', "d'amour"),
('mourir', 'me font', 'belle marquise', "d'amour", 'vos beaux yeux'),
('mourir', "d'amour", 'vos beaux yeux', 'me font', 'belle marquise'),
('mourir', "d'amour", 'vos beaux yeux', 'belle marquise', 'me font'),
('mourir', "d'amour", 'me font', 'vos beaux yeux', 'belle marquise'),
('mourir', "d'amour", 'me font', 'belle marquise', 'vos beaux yeux'),
('mourir', "d'amour", 'belle marquise', 'vos beaux yeux', 'me font'),
('mourir', "d'amour", 'belle marquise', 'me font', 'vos beaux yeux'),
('mourir', 'belle marquise', 'vos beaux yeux', 'me font', "d'amour"),
('mourir', 'belle marquise', 'vos beaux yeux', "d'amour", 'me font'),
('mourir', 'belle marquise', 'me font', 'vos beaux yeux', "d'amour"),
('mourir', 'belle marquise', 'me font', "d'amour", 'vos beaux yeux'),
('mourir', 'belle marquise', "d'amour", 'vos beaux yeux', 'me font'),
('mourir', 'belle marquise', "d'amour", 'me font', 'vos beaux yeux'),
("d'amour", 'vos beaux yeux', 'me font', 'mourir', 'belle marquise'),
("d'amour", 'vos beaux yeux', 'me font', 'belle marquise', 'mourir'),
("d'amour", 'vos beaux yeux', 'mourir', 'me font', 'belle marquise'),
("d'amour", 'vos beaux yeux', 'mourir', 'belle marquise', 'me font'),
("d'amour", 'vos beaux yeux', 'belle marquise', 'me font', 'mourir'),
("d'amour", 'vos beaux yeux', 'belle marquise', 'mourir', 'me font'),
("d'amour", 'me font', 'vos beaux yeux', 'mourir', 'belle marquise'),
("d'amour", 'me font', 'vos beaux yeux', 'belle marquise', 'mourir'),
("d'amour", 'me font', 'mourir', 'vos beaux yeux', 'belle marquise'),
("d'amour", 'me font', 'mourir', 'belle marquise', 'vos beaux yeux'),
("d'amour", 'me font', 'belle marquise', 'vos beaux yeux', 'mourir'),
("d'amour", 'me font', 'belle marquise', 'mourir', 'vos beaux yeux'),
("d'amour", 'mourir', 'vos beaux yeux', 'me font', 'belle marquise'),
("d'amour", 'mourir', 'vos beaux yeux', 'belle marquise', 'me font'),
("d'amour", 'mourir', 'me font', 'vos beaux yeux', 'belle marquise'),
("d'amour", 'mourir', 'me font', 'belle marquise', 'vos beaux yeux'),
("d'amour", 'mourir', 'belle marquise', 'vos beaux yeux', 'me font'),
("d'amour", 'mourir', 'belle marquise', 'me font', 'vos beaux yeux'),
("d'amour", 'belle marquise', 'vos beaux yeux', 'me font', 'mourir'),
("d'amour", 'belle marquise', 'vos beaux yeux', 'mourir', 'me font'),
("d'amour", 'belle marquise', 'me font', 'vos beaux yeux', 'mourir'),
("d'amour", 'belle marquise', 'me font', 'mourir', 'vos beaux yeux'),
("d'amour", 'belle marquise', 'mourir', 'vos beaux yeux', 'me font'),
("d'amour", 'belle marquise', 'mourir', 'me font', 'vos beaux yeux'),
('belle marquise', 'vos beaux yeux', 'me font', 'mourir', "d'amour"),
('belle marquise', 'vos beaux yeux', 'me font', "d'amour", 'mourir'),
('belle marquise', 'vos beaux yeux', 'mourir', 'me font', "d'amour"),
('belle marquise', 'vos beaux yeux', 'mourir', "d'amour", 'me font'),
('belle marquise', 'vos beaux yeux', "d'amour", 'me font', 'mourir'),
('belle marquise', 'vos beaux yeux', "d'amour", 'mourir', 'me font'),
('belle marquise', 'me font', 'vos beaux yeux', 'mourir', "d'amour"),
('belle marquise', 'me font', 'vos beaux yeux', "d'amour", 'mourir'),
('belle marquise', 'me font', 'mourir', 'vos beaux yeux', "d'amour"),
('belle marquise', 'me font', 'mourir', "d'amour", 'vos beaux yeux'),
('belle marquise', 'me font', "d'amour", 'vos beaux yeux', 'mourir'),
('belle marquise', 'me font', "d'amour", 'mourir', 'vos beaux yeux'),
('belle marquise', 'mourir', 'vos beaux yeux', 'me font', "d'amour"),
('belle marquise', 'mourir', 'vos beaux yeux', "d'amour", 'me font'),
('belle marquise', 'mourir', 'me font', 'vos beaux yeux', "d'amour"),
('belle marquise', 'mourir', 'me font', "d'amour", 'vos beaux yeux'),
('belle marquise', 'mourir', "d'amour", 'vos beaux yeux', 'me font'),
('belle marquise', 'mourir', "d'amour", 'me font', 'vos beaux yeux'),
('belle marquise', "d'amour", 'vos beaux yeux', 'me font', 'mourir'),
('belle marquise', "d'amour", 'vos beaux yeux', 'mourir', 'me font'),
('belle marquise', "d'amour", 'me font', 'vos beaux yeux', 'mourir'),
('belle marquise', "d'amour", 'me font', 'mourir', 'vos beaux yeux'),
('belle marquise', "d'amour", 'mourir', 'vos beaux yeux', 'me font'),
('belle marquise', "d'amour", 'mourir', 'me font', 'vos beaux yeux'),
('vos yeux beaux', 'me font', 'mourir', "d'amour", 'belle marquise'),
('vos yeux beaux', 'me font', 'mourir', 'belle marquise', "d'amour"),
('vos yeux beaux', 'me font', "d'amour", 'mourir', 'belle marquise'),
('vos yeux beaux', 'me font', "d'amour", 'belle marquise', 'mourir'),
('vos yeux beaux', 'me font', 'belle marquise', 'mourir', "d'amour"),
('vos yeux beaux', 'me font', 'belle marquise', "d'amour", 'mourir'),
('vos yeux beaux', 'mourir', 'me font', "d'amour", 'belle marquise'),
('vos yeux beaux', 'mourir', 'me font', 'belle marquise', "d'amour"),
('vos yeux beaux', 'mourir', "d'amour", 'me font', 'belle marquise'),
('vos yeux beaux', 'mourir', "d'amour", 'belle marquise', 'me font'),
('vos yeux beaux', 'mourir', 'belle marquise', 'me font', "d'amour"),
('vos yeux beaux', 'mourir', 'belle marquise', "d'amour", 'me font'),
('vos yeux beaux', "d'amour", 'me font', 'mourir', 'belle marquise'),
('vos yeux beaux', "d'amour", 'me font', 'belle marquise', 'mourir'),
('vos yeux beaux', "d'amour", 'mourir', 'me font', 'belle marquise'),
('vos yeux beaux', "d'amour", 'mourir', 'belle marquise', 'me font'),
('vos yeux beaux', "d'amour", 'belle marquise', 'me font', 'mourir'),
('vos yeux beaux', "d'amour", 'belle marquise', 'mourir', 'me font'),
('vos yeux beaux', 'belle marquise', 'me font', 'mourir', "d'amour"),
('vos yeux beaux', 'belle marquise', 'me font', "d'amour", 'mourir'),
('vos yeux beaux', 'belle marquise', 'mourir', 'me font', "d'amour"),
('vos yeux beaux', 'belle marquise', 'mourir', "d'amour", 'me font'),
('vos yeux beaux', 'belle marquise', "d'amour", 'me font', 'mourir'),
('vos yeux beaux', 'belle marquise', "d'amour", 'mourir', 'me font'),
('me font', 'vos yeux beaux', 'mourir', "d'amour", 'belle marquise'),
('me font', 'vos yeux beaux', 'mourir', 'belle marquise', "d'amour"),
('me font', 'vos yeux beaux', "d'amour", 'mourir', 'belle marquise'),
('me font', 'vos yeux beaux', "d'amour", 'belle marquise', 'mourir'),
('me font', 'vos yeux beaux', 'belle marquise', 'mourir', "d'amour"),
('me font', 'vos yeux beaux', 'belle marquise', "d'amour", 'mourir'),
('me font', 'mourir', 'vos yeux beaux', "d'amour", 'belle marquise'),
('me font', 'mourir', 'vos yeux beaux', 'belle marquise', "d'amour"),
('me font', 'mourir', "d'amour", 'vos yeux beaux', 'belle marquise'),
('me font', 'mourir', "d'amour", 'belle marquise', 'vos yeux beaux'),
('me font', 'mourir', 'belle marquise', 'vos yeux beaux', "d'amour"),
('me font', 'mourir', 'belle marquise', "d'amour", 'vos yeux beaux'),
('me font', "d'amour", 'vos yeux beaux', 'mourir', 'belle marquise'),
('me font', "d'amour", 'vos yeux beaux', 'belle marquise', 'mourir'),
('me font', "d'amour", 'mourir', 'vos yeux beaux', 'belle marquise'),
('me font', "d'amour", 'mourir', 'belle marquise', 'vos yeux beaux'),
('me font', "d'amour", 'belle marquise', 'vos yeux beaux', 'mourir'),
('me font', "d'amour", 'belle marquise', 'mourir', 'vos yeux beaux'),
('me font', 'belle marquise', 'vos yeux beaux', 'mourir', "d'amour"),
('me font', 'belle marquise', 'vos yeux beaux', "d'amour", 'mourir'),
('me font', 'belle marquise', 'mourir', 'vos yeux beaux', "d'amour"),
('me font', 'belle marquise', 'mourir', "d'amour", 'vos yeux beaux'),
('me font', 'belle marquise', "d'amour", 'vos yeux beaux', 'mourir'),
('me font', 'belle marquise', "d'amour", 'mourir', 'vos yeux beaux'),
('mourir', 'vos yeux beaux', 'me font', "d'amour", 'belle marquise'),
('mourir', 'vos yeux beaux', 'me font', 'belle marquise', "d'amour"),
('mourir', 'vos yeux beaux', "d'amour", 'me font', 'belle marquise'),
('mourir', 'vos yeux beaux', "d'amour", 'belle marquise', 'me font'),
('mourir', 'vos yeux beaux', 'belle marquise', 'me font', "d'amour"),
('mourir', 'vos yeux beaux', 'belle marquise', "d'amour", 'me font'),
('mourir', 'me font', 'vos yeux beaux', "d'amour", 'belle marquise'),
('mourir', 'me font', 'vos yeux beaux', 'belle marquise', "d'amour"),
('mourir', 'me font', "d'amour", 'vos yeux beaux', 'belle marquise'),
('mourir', 'me font', "d'amour", 'belle marquise', 'vos yeux beaux'),
('mourir', 'me font', 'belle marquise', 'vos yeux beaux', "d'amour"),
('mourir', 'me font', 'belle marquise', "d'amour", 'vos yeux beaux'),
('mourir', "d'amour", 'vos yeux beaux', 'me font', 'belle marquise'),
('mourir', "d'amour", 'vos yeux beaux', 'belle marquise', 'me font'),
('mourir', "d'amour", 'me font', 'vos yeux beaux', 'belle marquise'),
('mourir', "d'amour", 'me font', 'belle marquise', 'vos yeux beaux'),
('mourir', "d'amour", 'belle marquise', 'vos yeux beaux', 'me font'),
('mourir', "d'amour", 'belle marquise', 'me font', 'vos yeux beaux'),
('mourir', 'belle marquise', 'vos yeux beaux', 'me font', "d'amour"),
('mourir', 'belle marquise', 'vos yeux beaux', "d'amour", 'me font'),
('mourir', 'belle marquise', 'me font', 'vos yeux beaux', "d'amour"),
('mourir', 'belle marquise', 'me font', "d'amour", 'vos yeux beaux'),
('mourir', 'belle marquise', "d'amour", 'vos yeux beaux', 'me font'),
('mourir', 'belle marquise', "d'amour", 'me font', 'vos yeux beaux'),
("d'amour", 'vos yeux beaux', 'me font', 'mourir', 'belle marquise'),
("d'amour", 'vos yeux beaux', 'me font', 'belle marquise', 'mourir'),
("d'amour", 'vos yeux beaux', 'mourir', 'me font', 'belle marquise'),
("d'amour", 'vos yeux beaux', 'mourir', 'belle marquise', 'me font'),
("d'amour", 'vos yeux beaux', 'belle marquise', 'me font', 'mourir'),
("d'amour", 'vos yeux beaux', 'belle marquise', 'mourir', 'me font'),
("d'amour", 'me font', 'vos yeux beaux', 'mourir', 'belle marquise'),
("d'amour", 'me font', 'vos yeux beaux', 'belle marquise', 'mourir'),
("d'amour", 'me font', 'mourir', 'vos yeux beaux', 'belle marquise'),
("d'amour", 'me font', 'mourir', 'belle marquise', 'vos yeux beaux'),
("d'amour", 'me font', 'belle marquise', 'vos yeux beaux', 'mourir'),
("d'amour", 'me font', 'belle marquise', 'mourir', 'vos yeux beaux'),
("d'amour", 'mourir', 'vos yeux beaux', 'me font', 'belle marquise'),
("d'amour", 'mourir', 'vos yeux beaux', 'belle marquise', 'me font'),
("d'amour", 'mourir', 'me font', 'vos yeux beaux', 'belle marquise'),
("d'amour", 'mourir', 'me font', 'belle marquise', 'vos yeux beaux'),
("d'amour", 'mourir', 'belle marquise', 'vos yeux beaux', 'me font'),
("d'amour", 'mourir', 'belle marquise', 'me font', 'vos yeux beaux'),
("d'amour", 'belle marquise', 'vos yeux beaux', 'me font', 'mourir'),
("d'amour", 'belle marquise', 'vos yeux beaux', 'mourir', 'me font'),
("d'amour", 'belle marquise', 'me font', 'vos yeux beaux', 'mourir'),
("d'amour", 'belle marquise', 'me font', 'mourir', 'vos yeux beaux'),
("d'amour", 'belle marquise', 'mourir', 'vos yeux beaux', 'me font'),
("d'amour", 'belle marquise', 'mourir', 'me font', 'vos yeux beaux'),
('belle marquise', 'vos yeux beaux', 'me font', 'mourir', "d'amour"),
('belle marquise', 'vos yeux beaux', 'me font', "d'amour", 'mourir'),
('belle marquise', 'vos yeux beaux', 'mourir', 'me font', "d'amour"),
('belle marquise', 'vos yeux beaux', 'mourir', "d'amour", 'me font'),
('belle marquise', 'vos yeux beaux', "d'amour", 'me font', 'mourir'),
('belle marquise', 'vos yeux beaux', "d'amour", 'mourir', 'me font'),
('belle marquise', 'me font', 'vos yeux beaux', 'mourir', "d'amour"),
('belle marquise', 'me font', 'vos yeux beaux', "d'amour", 'mourir'),
('belle marquise', 'me font', 'mourir', 'vos yeux beaux', "d'amour"),
('belle marquise', 'me font', 'mourir', "d'amour", 'vos yeux beaux'),
('belle marquise', 'me font', "d'amour", 'vos yeux beaux', 'mourir'),
('belle marquise', 'me font', "d'amour", 'mourir', 'vos yeux beaux'),
('belle marquise', 'mourir', 'vos yeux beaux', 'me font', "d'amour"),
('belle marquise', 'mourir', 'vos yeux beaux', "d'amour", 'me font'),
('belle marquise', 'mourir', 'me font', 'vos yeux beaux', "d'amour"),
('belle marquise', 'mourir', 'me font', "d'amour", 'vos yeux beaux'),
('belle marquise', 'mourir', "d'amour", 'vos yeux beaux', 'me font'),
('belle marquise', 'mourir', "d'amour", 'me font', 'vos yeux beaux'),
('belle marquise', "d'amour", 'vos yeux beaux', 'me font', 'mourir'),
('belle marquise', "d'amour", 'vos yeux beaux', 'mourir', 'me font'),
('belle marquise', "d'amour", 'me font', 'vos yeux beaux', 'mourir'),
('belle marquise', "d'amour", 'me font', 'mourir', 'vos yeux beaux'),
('belle marquise', "d'amour", 'mourir', 'vos yeux beaux', 'me font'),
('belle marquise', "d'amour", 'mourir', 'me font', 'vos yeux beaux')]
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With Deep Learning, architecture engineering is replacing feature engineering... A great lesson on neural network architecture in the Distill Journal by a team of researchers mainly from the MILA (Montréal Institute for Learning Algorithms). Real-world problems often require integrating multiple sources of information with distinct modalities (multimodality): vision, language, audio, etc. This context-based processing is referred to as conditioning neural networks. The computation carried out by a model is conditioned / influenced by information extracted from an auxiliary input. Finding an effective architecture to condition on or fuse sources of information is an open research problem, and this article explains a family of approaches called feature-wise transformations (adding FiLM layers) which is formalized under the acronym FiLM for Feature-wIse Linear Modulation. The idea behind FiLM is the task representation which is illustrated with a lot of examples and well-designed diagrams

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With Deep Learning, architecture engineering is replacing feature engineering... A great lesson on neural network architecture in the Distill Journal by a team of researchers mainly from the MILA (Montréal Institute for Learning Algorithms). Real-world problems often require integrating multiple sources of information with distinct modalities (multimodality): vision, language, audio, etc. This context-based processing is referred to as conditioning neural networks. The computation carried out by a model is conditioned / influenced by information extracted from an auxiliary input. Finding an effective architecture to condition on or fuse sources of information is an open research problem, and this article explains a family of approaches called feature-wise transformations (adding FiLM layers) which is formalized under the acronym FiLM for Feature-wIse Linear Modulation. The idea behind FiLM is the task representation which is illustrated with a lot of examples and well-designed diagrams.

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With Deep Learning, architecture engineering is replacing feature engineering... A great lesson on neural network architecture in the Distill Journal by a team of researchers mainly from the MILA (Montréal Institute for Learning Algorithms). Real-world problems often require integrating multiple sources of information with distinct modalities (multimodality): vision, language, audio, etc. This context-based processing is referred to as conditioning neural networks. The computation carried out by a model is conditioned / influenced by information extracted from an auxiliary input. Finding an effective architecture to condition on or fuse sources of information is an open research problem, and this article explains a family of approaches called feature-wise transformations (adding FiLM layers) which is formalized under the acronym FiLM for Feature-wIse Linear Modulation. The idea behind FiLM is the task representation which is illustrated with a lot of examples and well-designed diagrams.

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Article intéressant dans Hackernoon par Cassie Kozyrkov, Chief Decision Scientist à Google, sur les raisons pour lesquelles de nombreuses entreprises échouent en apprentissage automatique (Machine Learning). Elle insiste sur l'embauche des bonnes personnes, principalement des ingénieurs pour développer des applications qui résolvent des problèmes d'affaires plutôt que des chercheurs qui sont meilleurs pour faire progresser les connaissances dans les universités ou les grandes entreprises. Elle ajoute que développer une application est très différent de la recherche et qu'il faut constituer une équipe interdisciplinaire composée d'un chef de produit, d'un expert du domaine, d'un ingénieur en données, d'un ingénieur en apprentissage automatique, d'un ingénieur logiciel, au besoin d'un statisticien, d'un responsable de l'assurance qualité et d'un chef de projet. Bien qu'il ne soit pas nécessaire d'avoir des personnes distinctes, il faut que chaque rôle soit couvert. Elle conclut que pour les applications la créativité rapporte souvent plus que le doctorat.
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Apple has restructured all its AI activities, combining machine learning, AI, and Siri teams under one leader, John Giannandrea, who was hired from Google earlier this year.

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Apple has restructured all its AI activities, combining machine learning, AI, and Siri teams under one leader, John Giannandrea, who was hired from Google earlier this year.

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Proceedings of ICML 2018 - International Conference on Machine Learning, 10-15 July 2018, Stockholm Sweden.

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Proceedings of ICML 2018 - International Conference on Machine Learning, 10-15 July 2018, Stockholm Sweden.

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An article from Bloomberg on Bonjour-Santé, a Montréal-based company that has developed an appointment service that can reduce the waiting time in medical clinics to 20 minutes using deep learning models. The company has received support from MILA, Yoshua Bengio's lab at Université de Montréal.
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