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Tags

Found 3 total tags.

deep-learning

2 items with this tag.

  • Nov 24, 2020

    Automatic differentiation with PyTorch

    • deep-learning
    • dl-tutorial
  • Nov 22, 2020

    Optimization basics for deep learning

    • deep-learning
    • dl-tutorial

dl-tutorial

The posts with this tag are based on materials I created for the CS236781 Deep Learning course at the Technion between Winter 2019 and Spring 2022. They aim to provide hands-on tutorials about deep learning basics.

5 items with this tag.

  • Nov 24, 2020

    Automatic differentiation with PyTorch

    • deep-learning
    • dl-tutorial
  • Nov 22, 2020

    Optimization basics for deep learning

    • deep-learning
    • dl-tutorial
  • Nov 14, 2019

    Convolutional Neural Networks

    • dl-tutorial
    • machine-learning
  • Nov 07, 2019

    Building an MLP from scratch

    • dl-tutorial
    • machine-learning
  • Oct 31, 2019

    Multi-class logistic regression

    • dl-tutorial
    • machine-learning

machine-learning

4 items with this tag.

  • Nov 14, 2019

    Convolutional Neural Networks

    • dl-tutorial
    • machine-learning
  • Nov 07, 2019

    Building an MLP from scratch

    • dl-tutorial
    • machine-learning
  • Oct 31, 2019

    Multi-class logistic regression

    • dl-tutorial
    • machine-learning
  • Oct 17, 2019

    MLE, MAP and Bayesian Regression

    • machine-learning

© Aviv A. Rosenberg 2018-2025.