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Machine Learning

Deep Learning 

2001.09977 Towards a Human-like Open-Domain Chatbot

18 février 202019 février 2020 Francis

https://arxiv.org/abs/2001.09977

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Deep Learning 

Satoshi Iizuka — DeepRemaster

12 février 202019 février 2020 Francis

http://iizuka.cs.tsukuba.ac.jp/projects/remastering/en/index.html

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Deep Learning 

Top 4 libraries you must know before diving into any deep learning projects

11 février 202019 février 2020 Francis

https://medium.com/@abhisheksingh007226/top-4-libraries-you-must-know-before-diving-into-any-deep-learning-projects-61904286478d Top 4 libraries you must know before diving into any deep learning projects Libraries play a very important role

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Machine Learning 

GitHub – skorch-dev/skorch: A scikit-learn compatible neural network library that wraps pytorch

11 février 202019 février 2020 Francis

https://github.com/skorch-dev/skorch GitHub – skorch-dev/skorch: A scikit-learn compatible neural network library that wraps pytorch * Some cleanups in test_scoring * indentation

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Deep Learning 

https://www.microsoft.com/en-us/research/blog/turing-nlg-a-17-billion-parameter-language-model-by-microsoft/

11 février 202019 février 2020 Francis

https://www.microsoft.com/en-us/research/blog/turing-nlg-a-17-billion-parameter-language-model-by-microsoft/

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Machine Learning 

How many tech skills are enough for a data scientist?

9 février 202019 février 2020 Francis

https://towardsdatascience.com/most-essential-set-of-skills-for-the-type-of-data-scientist-job-youre-looking-for-44d5f6d23ca3

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NLP 

Production Machine Learning Pipeline for Text Classification with fastText

6 février 202019 février 2020 Francis

https://blog.valohai.com/production-machine-learning-pipeline-text-classification-fasttext

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NLP 

oborchers/Fast_Sentence_Embeddings: Compute Sentence Embeddings Fast!

25 août 201926 août 2019 Francis

https://github.com/oborchers/Fast_Sentence_Embeddings/

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Machine Learning 

Five Hypotheses as to why Artificial Intelligence and Machine Learning projects fail

25 août 201926 août 2019 Francis

https://towardsdatascience.com/five-hypotheses-as-to-why-artificial-intelligence-and-machine-learning-projects-fail-7c6b2c456d41

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NLP 

https://openai.com/blog/gpt-2-6-month-follow-up/

24 août 201926 août 2019 Francis

https://openai.com/blog/gpt-2-6-month-follow-up/

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Articles récents

  • GitHub – jalammar/ecco: Visualize and explore NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2).
  • Data Science Infographic
  • SIRUS: Stable and Interpretable RUle Set
  • CLIP: Connecting Text and Images
  • Build Your own Recommendation Engine-Netflix Demystified: Demo+Code

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