Stavros Niafas – Medium

Stavros Niafas

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Stavros Niafas

Build a Neural Network with Pytorch

Train a feed forward neural network to solve the spiral dataset

Apr 17, 2023

Build a Neural Network with Pytorch

Apr 17, 2023

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Stavros Niafas

Regression with Pytorch

A gentle introduction in Pytorch with linear and logistic regression

Apr 5, 2023

Regression with Pytorch

Apr 5, 2023

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Stavros Niafas

From Tensorflow to Pytorch

Grokking Pytorch in 1 week | What I liked — What I wish to be better

Apr 2, 2023

From Tensorflow to Pytorch

Apr 2, 2023

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Convert Group Engineering Blog

Image Similarity as a Service w/ MLOps

Productizing a ML application into a fully functional service leveraging MLOps principles.

Aug 5, 2022

Image Similarity as a Service w/ MLOps

Aug 5, 2022

Stavros Niafas

Regression in Tensorflow v1 & v2

Approach Linear & Logistic Regression with Tensorflow and shade some light in differences between two versions.

Aug 24, 2020

Regression in Tensorflow v1 & v2

Aug 24, 2020

Stavros Niafas

Simplified Linear Regression in Python

In the area of Machine Learning, one of the first algorithms that someone can come across is Linear Regression. In general, Linear…

Aug 10, 2020

Simplified Linear Regression in Python

Aug 10, 2020

Stavros Niafas

Evaluating Information Retrieval

A story of Precision & Recall

Apr 24, 2018

Evaluating Information Retrieval

Apr 24, 2018

Stavros Niafas

How to build an image dataset

When I was given the subject of my master thesis, I had no idea how painful could it be to build totally from scratch a CIBR application…

Apr 10, 2018

How to build an image dataset

Apr 10, 2018

Stavros Niafas

Stavros Niafas

ML engineer interested in the broader domain of AI, focused in data-centric AI techniques, active learning, MLOps and computer vision.

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