A Coding Guide to Master Self-Supervised Learning with Lightly AI for Efficient Data Curation and Active Learning
Oktober 12, 2025admin NUAI,Committee,Nachrichten,Uncategorized(0)In this tutorial, we explore the power of self-supervised learning using the Lightly AI framework...
A Coding Guide to High-Quality Image Generation, Control, and Editing Using HuggingFace Diffusers
Februar 21, 2026admin NUAI,Committee,Nachrichten,Uncategorized(0)In this tutorial, we design a practical image-generation workflow using the Diffusers library. We start...
A Coding Guide to Building a Brain-Inspired Hierarchical Reasoning AI Agent with Hugging Face Models
August 31, 2025admin NUAI,Committee,Nachrichten,Uncategorized(0)In this tutorial, we set out to recreate the spirit of the Hierarchical Reasoning Model...
A Coding Guide to Build and Validate End-to-End Partitioned Data Pipelines in Dagster with Machine Learning Integration
August 17, 2025admin NUAI,Committee,Nachrichten,Uncategorized(0)In this tutorial, we implement an advanced data pipeline using Dagster. We set up a...
A Coding Guide to Build a Production-Grade Background Task Processing System Using Huey with SQLite, Scheduling, Retries, Pipelines, and Concurrency Control
April 18, 2026admin NUAI,Committee,Nachrichten,Uncategorized(0)In this tutorial, we explore how to build a fully functional background task processing system...
A Coding Guide to Build a Complete Single Cell RNA Sequencing Analysis Pipeline Using Scanpy for Clustering Visualization and Cell Type Annotation
März 9, 2026admin NUAI,Committee,Nachrichten,Uncategorized(0)In this tutorial, we build a complete pipeline for single-cell RNA sequencing analysis using Scanpy...
A Coding Guide Implementing SHAP Explainability Workflows with Explainer Comparisons, Maskers, Interactions, Drift, and Black-Box Models
Mai 17, 2026admin NUAI,Committee,Nachrichten,Uncategorized(0)In this tutorial, we implement SHAP workflows as a practical framework for interpreting machine learning...
A Coding Guide for Property-Based Testing Using Hypothesis with Stateful, Differential, and Metamorphic Test Design
April 19, 2026admin NUAI,Committee,Nachrichten,Uncategorized(0)In this tutorial, we explore property-based testing using Hypothesis and build a rigorous testing pipeline...
A Coding Deep Dive into Differentiable Computer Vision with Kornia Using Geometry Optimization, LoFTR Matching, and GPU Augmentations
Januar 30, 2026admin NUAI,Committee,Nachrichten,Uncategorized(0)We implement an advanced, end-to-end Kornia tutorial and demonstrate how modern, differentiable computer vision can...