These are my notes about deep learning && stuff

Posts

• 

  Dealing with unknown labels in fastai

  In this post we'll be exploring a particular case when there's no labels when for a given example, i.e. it does not belong to any of the classes seen during training.

  Aug 9, 2021

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  Multi Label Classification with fastai

  In this post we'll be working with the fastai library in a multi label classification task on the Planets dataset

  Aug 9, 2021

• 

  Stochastic Gradient Descent (SGD)

  This post explores SGD, which is an optimization technique (optimizer) that is commonly used in neural networks

  Aug 8, 2021

• 

  Working with fastai2 - Low-Level API

  This notebook contains some experiments made with fastai's low level api with the MNIST dataset

  Aug 8, 2021

• 

  Experiments with State-of-the-Art techniques

  This notebook contains a series of experimentations using different approaches in the training process of a Convolutional Neural Network using a subsection of the MAMMOSET dataset

  May 30, 2020

• 

  Cross-Validation with fastai v2

  This notebook contains the training process of Convolutional Neural Networks with Cross Validation using a subsection of the MAMMOSET dataset

  Apr 6, 2020