Fourier features in learning systems like neural networks due to the downstream invariance of the learner that becomes insensitive to certain transformations, e.g., planar translation or rotation.
This article describes how to use GNU Emacs for quick data visualization in combination with Gnuplot. It provides a command that can be used to visualize the correlation of data without needing any setup or specific files. The article also includes an example of a command for generating a graph using a data range selected with a rectangle command copy-rectangle.
This article discusses the importance of empowering developers to take control over their applications across environments by adopting live debugging observability practices to reduce the disconnection between developers and their live applications in production.
Rescuezilla 2.5 is a handy tool to have around, even if you are lucky and you never need it. The new version is based on the latest Ubuntu 24.04, updates several of its components, and also includes a new and experimental command-line interface.
Open source generative AI models can be downloaded for free, used at scale without racking up API call costs, and run securely behind corporate firewalls. But don’t let your guard down. Risks still exist and some aren’t only magnified, but new ones specific to gen AI are emerging.
The race to bring data into development is here. We see it in many ways, most noticeably in the increasing relevance of time series databases. InfluxDB, from InfluxData, is one of the leading open source time series database technology providers. The company is now partnering with Amazon Web Services to provide a managed open source service for time series database services.
This article discusses the MIT Artificial Intelligence (AI) Lab's 'Tourist Policy' and how it impacted students' access to its resources. As a high school student in Maryland, the author shares their experience of using the lab's PDP-10s over the ARPANET and how it inspired them to learn and contribute to the MIT community.
Lambda Stack is an all-in-one package that provides a one line installation and managed upgrade path for deep learning and AI software, ensuring that you always have the most up-to-date versions of PyTorch, TensorFlow, CUDA, CuDNN, and NVIDIA Drivers.
An anonymous open letter led to a fork of the Nix project, but it failed to address the technical issues with Nix packaging. The community remains fragmented.
In this article, we explore how to deploy and manage machine learning models using Google Kubernetes Engine (GKE), Google AI Platform, and TensorFlow Serving. We will cover the steps to create a machine learning model and deploy it on a Kubernetes cluster for inference.
