In the world of Natural Language Processing (NLP), understanding who or what is being referred to in a sentence is critical. This is where coreference resolution steps in—identifying expressions that refer to the same entity. Today, we’re diving into how to implement...
Transitioning from TensorFlow Addons (TFA): A Guide to Adaptation
TensorFlow Addons (TFA) has officially announced the end of development and introduction of new features, transitioning into a minimal maintenance mode until its planned end of life in May 2024. This guide will help you navigate these changes and adapt your projects...
Getting Started with the NLP Toolkit: A Beginner’s Guide
Welcome to the fascinating world of Natural Language Processing (NLP)! In this article, we'll walk you through how to easily train and infer state-of-the-art models for various NLP tasks using the NLP Toolkit. Whether you're looking to classify text, translate...
How to Accelerate Your Art Workflow with Stable.art
Creating digital art can be a demanding process, requiring not only creativity but also an efficient workflow. Stable.art is an open-source plugin designed for Photoshop (v23.3.0+) that harnesses the power of Stable Diffusion to streamline your artistic endeavors....
How to Implement Bayesian Hierarchical Hidden Markov Models for Financial Time Series Analysis
Welcome to your comprehensive guide on applying Bayesian Hierarchical Hidden Markov Models (HHMM) to financial time series! This fascinating area of research seeks to replicate and expand on innovative financial models that deal with the complexities of market...
How to Use DNS-Collector: A Comprehensive Guide
DNS-Collector is an efficient tool written in Golang, acting as a passive high-speed ingestor specifically tailored for DNS logs. With its powerful features, it can enhance your DNS logs by adding rich metadata, extracting usage patterns, and facilitating security...
Mastering Risk Analysis with RAVEN: A Comprehensive Guide
Are you ready to dive into the world of risk analysis? The Risk Analysis Virtual Environment (RAVEN) is your trusty sidekick in tackling parametric and probabilistic analyses for complex systems. In this guide, we will walk you through the capabilities of RAVEN, setup...
Computer Science Resources
A list of resources in different fields of Computer Science (in multiple languages). Content Getting Started Map of Computer Science Map of Mathematics Map of Physics MIT Courses MIT 6.00 Intro to Computer Science & Programming MIT 6.0001 Introduction to Computer...
How to Set Up InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists
Welcome to the fascinating world of InstructCV, where text instructions come to life through images! In this blog, we will guide you on how to get started with InstructCV, a powerful model that leverages text-to-image generation to perform various computer vision...