Really scary
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Mask R-CNN Benchmark Demo
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Amazons SageMaker Object2Vec, a highly customizable algorithm that can learn embeddings of various types high-dimensional objects.

Link: https://aws.amazon.com/ru/blogs/machine-learning/introduction-to-amazon-sagemaker-object2vec/

#Object2Vec #Amazon #Embeddings
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New paper on Lipschitz neural net architectures. Uses sorting as an activation function, with matrix norm constrained weights. Universal Lipschitz function approx. Enforce adversarial robustness (margin) using hinge loss.

Link: https://arxiv.org/abs/1811.05381

#nn #lipschitz
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All the statistical distributions and how they relate to each other!

Source: http://www.math.wm.edu/~leemis/2008amstat.pdf

#distributions #visualization #cheatsheet #statistics
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California wildfire #visualization

How weather conditions during California's fire season have evolved over time.
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And, channel statistics, as promised. You can look at the numbers at: https://docs.google.com/spreadsheets/d/1_y6ojxU7svUAmPViqWveUf0yVLqoZyukJTGikcC_5hQ.

And again, thank you for your support!
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Rachaels #cheatsheet on choosing #DS library.
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Data Science Breakfast in Paris. Thanks again for coming, hopefully this will setup a regular DS Breakfast in Paris.
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Free online ODS.AI course on ML

Another great free course will start on February 11. Taught through #Kaggle notebooks and competitions.

Link: https://www.kaggle.com/general/77771

#entrylevel #novice #beginner
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Discovering and Classifying In-app Message Intent at Airbnb

An article on how #AirBnB finds intent in conversations to make its service better.

Link: https://medium.com/airbnb-engineering/discovering-and-classifying-in-app-message-intent-at-airbnb-6a55f5400a0c

#NLP #intent
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