Adrian G·Oct 20, 2023Atrificial Neural Network Basics: Part 1 — NeuronsArtificial Neural Networks are computational models inspired by human and animal brains. A fundamental collection and processing unit of…
Adrian G·Dec 23, 2022Budget 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…
Adrian G·Oct 25, 2020Pytorch 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…
Adrian G·Aug 29, 2020Pytorch tensor operationsThis post covers some of the key operations used in pytorch
Adrian G·Aug 29, 2020Numpy AxesThis post covers a quick overview of axes in numpy (NB both numpy and pytorch use same representation)
Adrian G·May 31, 2020SumperMicro 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+…A response icon1A response icon1
Adrian G·Jun 24, 2019Batch 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…A response icon1A response icon1
Adrian G·May 31, 2019Gumtree 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…
Adrian G·Apr 25, 2019Hitting a brick wall in a Kaggle CompetitionHere I am reviewing my experience in the VSB Power Line Fault Detection Kaggle Competition.
Adrian G·Mar 11, 2019Building 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.A response icon6A response icon6
