With the advent of artificial intelligence, the concept of Reinforcement Learning (RL) has become a significant area of study. This blog aims to shed light on the basics of RL, how to experiment with it in Python, and how to troubleshoot common issues you may...
Getting Started with Text2Reward: Automated Dense Reward Function Generation for Reinforcement Learning
Welcome to the exciting world of Text2Reward, where we unlock the potential of Reinforcement Learning (RL) by automating dense reward function generation! This blog will guide you through setting up your environment, using the code, and troubleshooting common issues....
Harnessing HyperPose for High-Performance Pose Estimation
Welcome to the world of HyperPose, a library that empowers you to build custom applications for pose estimation with remarkable precision and speed! In this guide, we will walk you through the steps required to get started with HyperPose, while ensuring that even the...
A Comprehensive Guide to Using TensorRT Backend for ONNX
When it comes to optimizing the execution of deep learning models, TensorRT provides a powerful backend specifically designed to accelerate ONNX models. In this guide, we'll walk through the installation process, executable usage, and how to harness the full potential...
Creating Events with Sherlock.js: A Modern Approach to Natural Language Processing
If you've ever found yourself struggling to convert a natural language sentence into an event, Sherlock.js is your new best friend! Just as the famed detective Sherlock Holmes deciphers complex mysteries, Sherlock.js dissects plain English statements and transforms...
How to Implement Natural Speech 2 in PyTorch
Welcome to the fascinating world of Natural Speech 2, a cutting-edge Text-to-Speech (TTS) system capable of producing natural-sounding speech and singing through innovative approaches in artificial intelligence. In this guide, we will walk you through the process of...
Your Guide to Mastering NLP: The Roadmap
Welcome to your comprehensive guide on how to navigate the realm of Natural Language Processing (NLP) using the **NLP Roadmap**. Together, we will journey through the foundational elements to the latest advancements in NLP, making it user-friendly and straightforward....
How to Use COMET for Machine Translation Evaluation
Machine Translation (MT) is evolving rapidly, and with it, the need for robust evaluation metrics has become paramount. COMET stands as one of the leading metrics in this space, offering methods to score and analyze translations effectively. In this blog, we’ll walk...
How to Get Started with EstNLTK: An Open-Source Tool for Estonian Natural Language Processing
If you're diving into the realm of Natural Language Processing (NLP) with a focus on the Estonian language, you're in the right place! EstNLTK is a powerful toolkit packed with functionalities to help you analyze and process Estonian text seamlessly. In this article,...