From Zero to HERO Out of intense complexities, intense simplicities emerge. - Winston Churchill Contents Welcome to the course Lectures Wanna contribute? Let's connect! Welcome to the Course Welcome to my step-by-step hands-on course that will take you from basic...
Unlocking the Power of Probabilistic Prediction with NGBoost
In the ever-evolving landscape of machine learning, making accurate predictions isn't just an art; it's a science. Enter NGBoost, a Python library that brings Natural Gradient Boosting into the spotlight for probabilistic prediction. This innovative tool is tailored...
How to Use Lion – A Revolutionary Optimizer in PyTorch
Welcome to our guide on using Lion - a new optimizer developed by Google Brain that outshines the long-reigning champion, AdamW. In this article, we will walk you through the process of installing, configuring, and utilizing Lion in your machine learning models, as...
Awesome ChatGPT: Your Go-To Resource for Everything ChatGPT
Welcome to the world of ChatGPT! This article presents a curated list of fantastic tools, resources, libraries, SDKs, and APIs associated with ChatGPT. Let's embark on a journey to explore these invaluable resources for developers who wish to leverage the power of...
Awesome Data Science with Ruby: A Guide to Getting Started
Data Science has become a significant buzzword in recent years, often symbolizing the confluence of statistics, machine learning, data processing, and scientific computing. For those who are passionate about coding, Ruby provides a unique opportunity to dive into data...
How to Harness the Power of Einops for Tensor Operations
In the world of deep learning and data manipulation, clarity and reliability are paramount. The Einops library offers a powerful way to perform tensor operations with a syntax inspired by Einstein's notation. This guide will walk you through the essentials of using...
How to Use the rlberry Reinforcement Learning Library
Are you ready to dive into the fascinating world of Reinforcement Learning (RL) through the powerful rlberry library? This article will guide you through everything you need to know to get started, from installation to utilizing various resources, all while ensuring...
How to Use BenchMARL: A Comprehensive Guide
BenchMARL, or Benchmarking Multi-Agent Reinforcement Learning, is an innovative library tailored for those diving into the realm of multi-agent systems. Designed for reproducibility and benchmarking across various algorithms and environments, BenchMARL creates an...
Building a Text-to-SQL System with the Data and Code Repository
Welcome to the world of Text-to-SQL! If you are interested in transforming natural language into SQL queries, you are in the right place. In this article, you will learn how to use the data and code repository designed for building and evaluating systems that map...