Tag: Machine Learning & Statistics
The journey of Modernizing TorchVision – Memoirs of a TorchVision developer – 3
May 21, 2022 Vasilis Vryniotis . No comments It’s been a while since I last posted a new entry on the TorchVision memoirs series. Thought, I’ve previously [more…]
A sneak peek at TorchVision v0.11 – Memoirs of a TorchVision developer – 2
October 10, 2021 Vasilis Vryniotis . No comments The last couple of weeks were super busy in “PyTorch Land” as we are frantically preparing the release of [more…]
New Blog series – Memoirs of a TorchVision developer
August 21, 2021 Vasilis Vryniotis . No comments I’m starting a new blog post series about the development of PyTorch’s computer vision library. I plan to discuss [more…]
Datumbox Machine Learning Framework v0.8.2 released
August 5, 2020 Vasilis Vryniotis . No comments The Datumbox Framework v0.8.2 has been released! Download it now from GitHub or Maven Central Repository. What is new? [more…]
The Batch Normalization layer of Keras is broken
April 17, 2018 Vasilis Vryniotis . 31 Comments UPDATE: Unfortunately my Pull-Request to Keras that changed the behaviour of the Batch Normalization layer was not accepted. You [more…]
5 tips for multi-GPU training with Keras
January 21, 2018 Vasilis Vryniotis . 1 Comment Deep Learning (the favourite buzzword of late 2010s along with blockchain/bitcoin and Data Science/Machine Learning) has enabled us to [more…]
Datumbox Machine Learning Framework v0.8.1 released
August 31, 2017 Vasilis Vryniotis . 2 Comments The Datumbox v0.8.1 has been released! Download it now from Github or Maven Central Repository. What is new? The [more…]
Drilling into Spark’s ALS Recommendation algorithm
February 25, 2017 Vasilis Vryniotis . 3 Comments The ALS algorithm introduced by Hu et al., is a very popular technique used in Recommender System problems, especially [more…]
Datumbox Machine Learning Framework version 0.8.0 released
January 15, 2017 Vasilis Vryniotis . 1 Comment Datumbox Framework v0.8.0 is out and packs several powerful features! This version brings new Preprocessing, Feature Selection and Model [more…]
Datumbox Machine Learning Framework 0.7.0 Released
March 19, 2016 Vasilis Vryniotis . 1 Comment I am really excited to announce that, after several months of development, the new version of Datumbox is out! [more…]
Datumbox Machine Learning Framework 0.6.1 Released
January 2, 2016 Vasilis Vryniotis . No comments The new version of Datumbox Machine Learning Framework has been released! Download it now from Github or Maven Central [more…]
Datumbox Machine Learning Framework 0.6.0 Released
May 4, 2015 Vasilis Vryniotis . No comments The new version of Datumbox Machine Learning Framework has been released! Download it now from Github or Maven Central [more…]
How to install and use the Datumbox Machine Learning Framework
November 9, 2014 Eleftherios Bampaletakis . 2 Comments In this guide we are going to discuss how to install and use the Datumbox Machine Learning framework in [more…]
New open-source Machine Learning Framework written in Java
October 19, 2014 Vasilis Vryniotis . 5 Comments I am happy to announce that the Datumbox Machine Learning Framework is now open sourced under GPL 3.0 and [more…]
Clustering with Dirichlet Process Mixture Model in Java
July 7, 2014 Vasilis Vryniotis . 1 Comment In the previous articles we discussed in detail the Dirichlet Process Mixture Models and how they can be used [more…]
Clustering documents and gaussian data with Dirichlet Process Mixture Models
June 30, 2014 Vasilis Vryniotis . No comments This article is the fifth part of the tutorial on Clustering with DPMM. In the previous posts we covered [more…]
The Dirichlet Process Mixture Model
June 23, 2014 Vasilis Vryniotis . 2 Comments This blog post is the fourth part of the series on Clustering with Dirichlet Process Mixture Models. In previous [more…]
The Dirichlet Process the Chinese Restaurant Process and other representations
May 20, 2014 Vasilis Vryniotis . No comments This article is the third part of the series on Clustering with Dirichlet Process Mixture Models. The previous time [more…]
Finite Mixture Model based on Dirichlet Distribution
May 12, 2014 Vasilis Vryniotis . 4 Comments This blog post is the second part of an article series on Dirichlet Process mixture models. In the previous [more…]
Overview of Cluster Analysis and Dirichlet Process Mixture Models
May 5, 2014 Vasilis Vryniotis . 3 Comments In the ISO research project for my MSc in Machine Learning at Imperial College London, I focused on the [more…]
Using Artificial Intelligence to solve the 2048 Game (JAVA code)
April 7, 2014 Vasilis Vryniotis . 6 Comments By now most of you have heard/played the 2048 game by Gabriele Cirulli. It’s a simple but highly addictive [more…]
