In the world of deep learning, managing data loading and preprocessing efficiently is crucial for attaining optimal results. Enter the NVIDIA Data Loading Library (DALI) – a robust GPU-accelerated library designed to streamline data processing, allowing you to focus...
Data Science
EASI-Tex: Edge-Aware Mesh Texturing from Single Image
Sai Raj Kishore Perla · Yizhi Wang · Ali Mahdavi-Amiri · Hao (Richard) Zhang iACM Transactions on Graphics (Proceedings of SIGGRAPH), 2024 arXiv | Project Page Introduction In the exciting realm of 3D graphics, creating textures for 3D mesh models from a single image...
How to Perform Multi-Hop Knowledge Graph Reasoning with Reward Shaping
Welcome to your exciting journey into the world of Multi-Hop Knowledge Graph Reasoning! In this article, we will guide you through the process of setting it up, running experiments, and troubleshooting the common issues you may encounter along the way. Let’s dive in!...
How to Get Started with Pipcook: A JavaScript Framework for Machine Learning
Are you a JavaScript developer interested in diving into the world of machine learning? Look no further than Pipcook! This framework allows you to seamlessly integrate machine learning into your JavaScript applications, making it easier than ever to train and deploy...
Deep Learning Interviews
Hundreds of fully solved job interview questions from a wide range of key topics in AI. Download PDF • About • Errata A Personal Note Keep learning, or risk becoming irrelevant. In this first volume, I purposely present a coherent, cumulative, and content-specific...
How to Work with NeRF for Outdoor Scene Relighting
Have you ever wished to relight an outdoor scene, making it look vibrant and fresh? Enter Neural Radiance Fields (NeRF), a game-changing technology that allows you to do just that! In this guide, we'll walk you through the steps of using the NeRF for Outdoor Scene...
Getting Started with PennyLane: A Quantum Leap in Machine Learning
PennyLane is a versatile Python library that blends quantum computing and machine learning, allowing you to harness the power of quantum mechanics in artificial intelligence. In this guide, we will walk you through the essential steps to get started with PennyLane and...
How to Get Started with TransTab: A Flexible Transferable Tabular Learning Framework
Are you fascinated by the artificial intelligence domain and looking for a robust way to handle tabular data? Say hello to TransTab! This flexible framework allows us to harness the power of transfer learning to make predictions across various datasets. In this blog,...
How to Get Started with Stable Baselines3 RL Colab Notebooks
Welcome to your journey into the world of reinforcement learning with Stable Baselines3! These Colab notebooks serve as a fantastic resource to explore various functionalities within the reinforcement learning library. In this article, we will walk you through getting...
