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This article will guide you through how to enable GPU computing for Tensorflow on High Holborn DELL PCs. The current version of Cuda Toolkit installed on DELL PCs is v12.2, but because the cuDNN library isn’t pre-installed, each student wanting to use tensorfl...

What is CUDA Toolkit and why do you need it? In simple words CUDA Toolkit allows you to develop software capable of utilising GPUs. CUDA Toolkit allows you to use CUDA runtime library for your C/C++ projects. CUDA Toolkit allows you to enable GPU acceleration ...

Overview This guide will walk you through a very simple PyTorch training pipeline. Accompanying code for this article can be found here: https://git.arts.ac.uk/ipavlov/WikiMisc/blob/main/SimpleCNN.ipynb Loading Libraries Every Python project starts by loading ...

Code and audio for this article can be found here: https://git.arts.ac.uk/ipavlov/WikiMisc/blob/main/AudioProcessing.ipynb Documentaion for Librosa can be found here: https://librosa.org/doc/main/index.html Loading audio files Librosa is a Python libray create...

Please consult this article, if you don't know how to connect to the CCI Server. Download and install MySQL Workbench MySQL Workbench is a convenient GUI that helps you work with MySQL databases. This link will take you to the MySQL Workbench's download pa...

What is Weights & Biases? Weights & Biases (wandb from now on) is a platform for AI/ML development. A set of tools it provides can help you keep track of your model's training. This can be very useful if you want to check on how's your model training since you...

This article will cover how you can increase the size of your original dataset with the help of data augmentation. Data augmentaion is a practice of altering samples in your dataset, making them distinct enough from the original sample to be considered a new s...