Adrian GAtrificial Neural Network Basics: Part 1 — NeuronsArtificial Neural Networks are computational models inspired by human and animal brains. A fundamental collection and processing unit of…4 min read·Oct 20, 2023----
Adrian GBudget Linux utility serverI often run out of hard drive space and was looking for a storage server that could also function as a spare CPU compute machine and…4 min read·Dec 23, 2022----
Adrian GPytorch frameworks, a few comparissonsCatalyst, Fastai, Ignite and Pytorch-Lightning are all amazing frameworks but which one should I use? I have been asking myself the same…8 min read·Oct 25, 2020----
Adrian GPytorch tensor operationsThis post covers some of the key operations used in pytorch10 min read·Aug 29, 2020----
Adrian GNumpy AxesThis post covers a quick overview of axes in numpy (NB both numpy and pytorch use same representation)2 min read·Aug 29, 2020----
Adrian GSumperMicro IPMI when a board wont postI bought a used Supermicro X9DRi-LN4F+ from ebay to use for datascience projects involving large datasets where having >128MB RAM and 20+…2 min read·May 31, 2020--1--1
Adrian GBatch Norm and Transfer Learning — whats going on?A commonly used technique in deep-learning is transfer-learning, whereby the learned weights of a model that was pre-trained on one…5 min read·Jun 24, 2019--1--1
Adrian GGumtree sale scammerGumtree is a UK and Australia website for used item sales, a bit like ebay but more personable. Recently I put an item up for sale, an RTX…4 min read·May 31, 2019----
Adrian GHitting a brick wall in a Kaggle CompetitionHere I am reviewing my experience in the VSB Power Line Fault Detection Kaggle Competition.4 min read·Apr 25, 2019----
Adrian GBuilding a Multi-GPU Deep Learning Machine on a budgetHere’s another story on building your own deep learning rig, containing the information I wish I had known a couple of years ago.7 min read·Mar 11, 2019--6--6