Rabia GondurTerminal Multiplexers, Screen or Tmux?Linux novices are sooner or later going to find themselves facing the black and empty wall of the elusive terminal. Sometimes due to…May 13May 13
Rabia GondurExploring the Validity of Artificial Neural Networks; System Identification of Neural Systems: If…Artificial neural networks (ANNs) have shown promise as in silico models to understand the complex computations in the brain. Thus, a…May 1May 1
Rabia GondurThe Potential of Neural Networks; Universal Approximation TheoremNeural networks have an impressive ability to learn complex patterns and relationships in data, making them popular for a variety of…Apr 29Apr 29
Rabia GondurChoosing the Right Optimizer: A Brief Look at AdamAn optimizer is a crucial component in any model training process. Furthermore, with popular deep learning libraries such as PyTorch and…Apr 26Apr 26
Rabia GondurTo zip, or not to zip, that is the question.File retrieval is a crucial process for any machine learning task. After all, without data our models are pretty much useless. One…Apr 16Apr 16
Rabia GondurChoosing the Right Image Format for Your ML Model: A transparent look at PNG file sizesImage processing is a standard procedure for many deep learning tasks, yet a lot of people don’t know the difference between different…Apr 8Apr 8
Rabia GondurMost Distant Points; Understanding the Max-Min algorithmGiven a search objective, there are several options that one may pick. One of these being carefully selecting a subset of points to start…Apr 4Apr 4
Rabia GondurA primer on Principal Component Analysis; PCAMost often the data we collect is high-dimensional in nature, rendering it hard for us to understand and extract useful information from…Mar 5Mar 5
Rabia GondurMental simulations; How do we predict?We have a flexible view of the world, where we keep track of the constantly evolving dynamics of our surroundings and update our beliefs…Feb 12Feb 12
Rabia GondurDeep Learning; Getting Started with PyTorchIn the world of deep learning, PyTorch is one of the most popular deep learning libraries for researchers and machine learning enthusiast…Jan 13Jan 13
