Vict0rsch's blog.

(Deep) Learning Enthusiast

Streaming f1-score in Tensorflow: the multilabel setting

This situation presents 2 challenges: computing an overall f1-score when you only have per-batch values, and doing so in a multilabel setting where micro, macro and weighted f1 scores are expected. What a journey!

Written By
Victor Schmidt

Splitting a multilabel dataset with Python

Splitting a multi-label dataset into train and test sets is more complicated than the single-label case. You can't simply split each class. You have to be more clever, and stratify - here's how.

Written By
Victor Schmidt

Save and Restore a Tensorflow model with its Dataset using simple_save

The saved_model API allows for easy saving. Restoring the model and performing inference is a bit trickier when the input Tensors come from a tf.data.Dataset. We'll see here how this works.

Written By
Victor Schmidt

MacOS Terminal and Shell Setup with configuration files

That's my personal setup: links, descriptions and configuration. From ZSH to Pyenv through Spaceship and Tmux

Written By
Victor Schmidt

AWS AMI for p2 instances with Tensorflow 1.0

Here is my second AMI, ugraded from the previous one with a lot of what you need

Written By
Victor Schmidt

12 GB GPU for 0.1$ per hour? Hello AWS p2

Use my vict0rsch-2.0 AMI on a p2.xlarge instance

Written By
Victor Schmidt

La sécurité sur internet expliquée à ta grand mère

Les grandes lignes que peuvent comprendre les petits cousins et les vieux oncles pour faire un peu attention sur internet. English version some day.

Written By
Victor Schmidt

How to Use AWS GPU instances with Tensorflow and Keras Deep Learning frameworks

Using a personal AMI, I'll go through every single step from 0 (you don't even know what an instance is) to running a Tensorflow example on GPU including how to connect to the instance

Written By
Victor Schmidt

From 0 to Tensorflow

I will show you the world... Kidding. Let's tool up for Tensorflow Keras etc. STATUS -> being written, be patient

Written By
Victor Schmidt

Theano Quick Intro

Theano and Tensorflow don't handle computations as others do. They are millenials so they feel the need to be special.

Written By
Victor Schmidt

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