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Deep Learning made easy

Deep learning concepts explained in a simple and practical way

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Machine Learning

Alvaro Durán Tovar in Deep Learning made easy

Jun 4, 2021

MLFlow for MLOps

Recently I have been looking for different alternatives for mlops at my job. We end up choosing mlflow and with this article I…

Alvaro Durán Tovar in Deep Learning made easy

Oct 12, 2020

The difference between the mean and the median.

Alvaro Durán Tovar in Deep Learning made easy

Jun 8, 2020

The reparameterization trick with code example

First time I hear about this (well, actually first time it was readen…) I…

4 responses

Alvaro Durán Tovar in Deep Learning made easy

May 20, 2020

Simple PPO implementation

Back with another simple implementation for reinforcement learning. I’m far from being an expert, but I hope you…

Alvaro Durán Tovar in Deep Learning made easy

Mar 4, 2020

Advantage Actor Critic continuous case implementation

1 response

Alvaro Durán Tovar in Deep Learning made easy

Dec 30, 2019

Advantage Actor Critic (A2C) implementation

Internet is full of very good resources to learn about reinforcement learning…

1 response

Alvaro Durán Tovar in Deep Learning made easy

Nov 15, 2019

How to add uncertainty to your neural network

Recently in my job I have been told to add uncertainty to our models, to find a…

Alvaro Durán Tovar in Deep Learning made easy

Oct 30, 2019

What did I learn by implementing pix2pix GAN

Paper: https://arxiv.org/pdf/1611.07004.pdf

Alvaro Durán Tovar in Deep Learning made easy

Aug 31, 2019

Everything you wish to know about BatchNorm

What is BatchNorm?

2 responses

Alvaro Durán Tovar in Deep Learning made easy

Aug 20, 2019

Fixing error with DistributionLambda and funcional api in keras

Recently I have been playing with tensorflow probability (I recommend watching this video to see what you can do with it) and faced an issue that got me stuck for a couple of days.