Argo Workflows is a fantastic open-source tool designed for orchestrating parallel jobs on Kubernetes. It’s like the conductor of an orchestra, ensuring that each musician (or job) plays at the right time harmoniously, making beautiful music—your workflows! What is...
How to Use Jury: A Comprehensive Toolkit for NLP Evaluation
Jury is a comprehensive toolkit for evaluating Natural Language Processing (NLP) experiments offering various automated metrics. It provides a smooth and easy-to-use interface. What is Jury? Jury is designed to facilitate the evaluation of NLP projects by using an...
Feature Engineering for Machine Learning: A Beginner’s Guide
Feature engineering is a pivotal step in the data preparation process for machine learning that can significantly enhance the performance of your models. In this article, we will discuss how to effectively carry out feature engineering, and I will provide step-by-step...
Unlocking the Power of textacy for Natural Language Processing
If you're venturing into the world of Natural Language Processing (NLP), you'll want to have the right tools at your disposal. One such tool is textacy, a powerful Python library designed to perform NLP tasks that enhance the capabilities of another popular library –...
How to Use the rPPG-Toolbox for Physiological Sensing
Welcome to the world of rPPG-Toolbox, an open-source platform that transforms your camera into a physiological sensing device using remote photoplethysmography (rPPG)! This blog will guide you through the setup, usage, and customization of this amazing toolbox. So,...
How to Use RatInABox: An Innovative Toolkit for Synthetic Behavior and Neural Data Generation
RatInABox is a powerful toolkit designed for generating synthetic behavior and neural data, specifically tailored for various spatially and velocity-selective neuron types in complex environments. Whether you're a researcher or a developer seeking to delve into...
Mastering Reinforcement Learning: A Practical Guide
Dive into the exciting world of reinforcement learning with the Practical RL course! This innovative course, offered on-campus at HSE and YSDA, is designed to be friendly for both English and Russian-speaking online students. Let’s embark on an adventurous journey...
How to Use Cybertron: A Beginner’s Guide
Welcome to the fascinating world of Cybertron! Cybertron is a powerful package designed in pure Go that empowers developers to harness the latest advancements in Natural Language Processing (NLP) without wrestling with multiple programming languages or complicated...
Your PyTorch AI Factory
Welcome to the world of Flash, where we make complex AI recipes for over 15 tasks across 7 data domains accessible to all. Flash is the production-grade research framework that you always dreamed of but didn't have the time to build. Getting Started To get your...