Posts

Overview of Cluster Analysis and Dirichlet Process Mixt...

In the ISO research project for my MSc in Machine Learning at Imperial College L...

Finite Mixture Model based on Dirichlet Distribution

This blog post is the second part of an article series on Dirichlet Process mixt...

The Dirichlet Process the Chinese Restaurant Process an...

This article is the third part of the series on Clustering with Dirichlet Proces...

The Dirichlet Process Mixture Model

This blog post is the fourth part of the series on Clustering with Dirichlet Pro...

Clustering documents and gaussian data with Dirichlet P...

This article is the fifth part of the tutorial on Clustering with DPMM. In the p...

Clustering with Dirichlet Process Mixture Model in Java

In the previous articles we discussed in detail the Dirichlet Process Mixture Mo...

New open-source Machine Learning Framework written in ...

I am happy to announce that the Datumbox Machine Learning Framework is now open ...

How to install and use the Datumbox Machine Learning Fr...

In this guide we are going to discuss how to install and use the Datumbox Machin...

Datumbox Machine Learning Framework 0.6.0 Released

The new version of Datumbox Machine Learning Framework has been released! Downlo...

Datumbox Machine Learning Framework 0.6.1 Released

The new version of Datumbox Machine Learning Framework has been released! Downlo...

Datumbox Machine Learning Framework 0.7.0 Released

I am really excited to announce that, after several months of development, the n...

Datumbox Machine Learning Framework version 0.8.0 released

Datumbox Framework v0.8.0 is out and packs several powerful features! This versi...

Getting the GPU usage of NVIDIA cards with the Linux ds...

The dstat is an awesome little tool which allows you to get resource statistics ...

Drilling into Spark’s ALS Recommendation algorithm

The ALS algorithm introduced by Hu et al., is a very popular technique used in R...

Datumbox Machine Learning Framework v0.8.1 released

The Datumbox v0.8.1 has been released! Download it now from Github or Maven Cent...

Ubuntu 17.10: a last minute review

On October 19 2017, Ubuntu 17.10 will be released and as many of you know it pac...

5 tips for multi-GPU training with Keras

Deep Learning (the favourite buzzword of late 2010s along with blockchain/bitcoi...

The Batch Normalization layer of Keras is broken

UPDATE: Unfortunately my Pull-Request to Keras that changed the behaviour of the...

How to get around Dropbox’s symlink limitations on Linux

As of mid-2019, Dropbox announced that they no longer support symlinks that poin...

Datumbox Machine Learning Framework v0.8.2 released

The Datumbox Framework v0.8.2 has been released! Download it now from GitHub or ...

How to take S3 backups with DejaDup on Ubuntu 20.10

DejaDup is the default backup application for Gnome. It’s a GUI for duplicity, f...

New Blog series – Memoirs of a TorchVision developer

I’m starting a new blog post series about the development of PyTorch’s computer ...

A sneak peek at TorchVision v0.11 – Memoirs of a TorchV...

The last couple of weeks were super busy in “PyTorch Land” as we are frantically...

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