Another Datum

A blog by Yoel Zeldes

Hi there, and welcome to my blog.

Here you'll find resources about data science, software engineering, and life. Well, maybe not life...

Hope you enjoy.

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Neural Networks from a Bayesian Perspective

Learn how to estimate model uncertainty in neural networks.

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Using Uncertainty to Interpret your Model

Interpreting deep learning models is hard. Learn how to use uncertainty estimates to get insights about what the model has learned.

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Neural Networks gone wild! They can sample from discrete distributions now!

Learn how to use Gumbel distribution to form a NN containing a discrete random component.

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Deep Learning: Theory & Practice

Summary of TCE conference - "Deep Learning: Theory & Practice".

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The Hitchhiker's Guide to Hyperparameter Tuning

Our implementation and usage of hyperparameter tuning at Taboola.

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Word morphing

How to employ word2vec's embeddings and A* search algorithm to morph between words.

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Gated Multimodal Units for Information Fusion

Learn how to train a neural network to use inputs from multiple different modalities using the GMU block.

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Linear regression in the wild

Using linear regression when the dependant variables have measurement errors.

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Location History Analysis

Analysis of Google Location History using Pandas time-series API.

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Avoid committing junk

Have you ever accidentaly pushed temporary stuff to the remote git server? Then keep reading.

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