If you’re venturing into the realm of robotics, particularly with mobile robots like the TurtleBot2, you’ve stumbled upon an exciting yet challenging project: implementing the SARL* algorithm from the paper SARL*: Deep Reinforcement Learning based Human-Aware...
Data Science
How to Use the Break Down Package for Model Predictions
The breakDown package in R is a powerful tool for understanding the contributions of various variables to the predictions made by complex models. In this article, we will explore how to install the package, use it with a linear model (lm), and visualize the...
How to Perform Few-shot Image Generation via Cross-domain Correspondence
In this article, we will delve into the fascinating realm of Few-shot Image Generation using Cross-domain Correspondence. Developed by some brilliant minds, including Utkarsh Ojha and others, this technique enables the adaptation of a Generative Adversarial Network...
How to Run Jupyter Notebooks from the IPython Cookbook
Welcome to your journey of digging into the wonders of the IPython Interactive Computing and Visualization Cookbook, Second Edition (2018)! This guide will walk you through the steps to run the Jupyter notebooks contained within this cookbook, either directly from the...
Getting Started with TensorFlow: A Step-by-Step Guide
Welcome to the fascinating world of TensorFlow, an end-to-end open-source platform for machine learning that transforms your coding nightmares into a lively reality. Whether you're a researcher keen on pushing the limits of machine learning or a developer wanting to...
How to Set Up Stable Diffusion on Your GPU-Equipped PC
If you're looking to dive into the world of AI-generated art using Stable Diffusion but don't possess a wealth of coding knowledge, fret not! This guide is designed to help you get Stable Diffusion up and running on your own GPU-equipped PC quickly and efficiently,...
Building a Language Translation Model: A Step-by-Step Guide
In this article, we will embark on an exciting journey to create a language translation model using TensorFlow. Our objective is to build a seq2seq model, also known as an encoder-decoder model, that effectively translates English sentences to French. Buckle up as we...
A Comprehensive Guide to Setting Up AI Applications on Your System
Welcome to the world of advanced AI applications! This blog will guide you through the setup process for several powerful tools including Stable Diffusion WebUI, Lama Cleaner, SadTalker, and more. Grab a cup of coffee, and let’s dive in! Prerequisites A computer with...
Unlocking the World of Statistics: A Guide to Using “All of Statistics”
Welcome to the fascinating realm of statistics, a discipline that empowers us to make sense of data and inform decisions in various fields. In this article, we'll delve into how to effectively utilize Larry Wasserman's "All of Statistics: A Concise Course in...
