Data Science
How to Use Intel® Extension for PyTorch*

How to Use Intel® Extension for PyTorch*

Intel® Extension for PyTorch* is a powerful tool that enhances the PyTorch* framework with advanced optimizations specifically designed for Intel hardware. If you're looking to accelerate your machine learning computations either on CPU or GPU, this guide will walk...

How to Install and Utilize the AIL Framework

The AIL (Analysis of Information Leaks) framework is a powerful tool designed to analyze potential information leaks from unstructured data sources. This blog will guide you through the installation and usage of the AIL framework, while also offering insights into its...

How to Use NannyML for Model Performance Estimation

How to Use NannyML for Model Performance Estimation

NannyML is an open-source Python library that enables data scientists to monitor and evaluate the performance of machine learning models post-deployment. This guide will walk you through the steps to install, utilize, and troubleshoot NannyML. Getting Started with...

How to Implement 3D Gaussian Splatting with Taichi

How to Implement 3D Gaussian Splatting with Taichi

Welcome to the exciting world of real-time radiance field rendering! In this blog, we will explore an unofficial implementation of the 3D Gaussian Splatting algorithm using Taichi, a high-performance computing language. This blog will guide you through the...

How to Implement Beautiful Algorithms in Julia

How to Implement Beautiful Algorithms in Julia

Welcome to the enchanting world of algorithms! Today, we will delve into the BeautifulAlgorithms.jl library, where algorithms come alive in Julia. This library serves a plethora of purposes, including machine learning, optimization, and sorting algorithms. Let’s...

How to Use Graphsignal: Observability for Your AI Stack

How to Use Graphsignal: Observability for Your AI Stack

In the ever-evolving world of AI applications, ensuring optimal performance is paramount. With Graphsignal, developers gain a powerful observability platform specifically designed for AI agents and applications powered by large language models (LLMs). This article...

How to Utilize Faster Whisper for Efficient Transcription

How to Utilize Faster Whisper for Efficient Transcription

Welcome to your guide on getting started with **faster-whisper**, a lightning-fast rewrite of OpenAI's Whisper model. Using CTranslate2, it significantly accelerates transcription while reducing memory usage—perfect for anyone keen on transcript processing. Let’s dive...