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News
Accuracy Lied to Me Again… So I Learned to Read This Instead
6+ hour, 12+ min ago (33+ words) Evaluation Metrics — The Truth Most Beginners Ignore (From Confused Developer to Building Real ML Systems — Part 9) I thought I had …...
MLflow End-of-Life Dates & Extended Support
1+ day, 3+ hour ago (360+ words) CISA KEV history: MLflow is named in CISA's Known Exploited Vulnerabilities catalog 1 time, most recently on 2026-08-19. Derived from CISA's live catalog at every build. When a version of MLflow reaches end of life, the maintainers stop issuing security patches. Vulnerabilities…...
Data Debt in Production ML Pipelines: Detection and Remediation at Scale | HackerNoon
2+ day, 6+ hour ago (634+ words) Every machine learning team hits the same obstacle. A model performs well during training and staging, but after a few weeks of production, it begins to make nonsensical decisions. No one has altered any code. What has actually changed is…...
Fundamentals of PyTorch | Notebooks
3+ day, 12+ hour ago (59+ words) Fundamentals of PyTorch HyperAI Build AI with AI From idea to launch — accelerate your AI development with free AI co-coding, out-of-the-box environment and best price of GPUs. Introduction to Computer Vision: From CNN Principles to Image Classification in Practice AI…...
ECG Fatigue Detection Model Improves Elderly Monitoring
4+ day, 16+ hour ago (258+ words) ECG fatigue detection using machine learning accurately identified fatigue status in older adults, with a 97.96% test accuracy in a dataset of 100 participants. Researchers developed a portable ECG-based fatigue monitoring system designed for older adults. The aim was to provide a…...
MLOps in Travel: From Notebook to Production in 30 Days
6+ day, 11+ hour ago (652+ words) Let me walk you through how this transformation happens in practice, using a hotel ranking system as our example. This isn't theoretical—it's a pattern I've refined through multiple implementations across different travel verticals. Week two is where feature engineering…...
Shipping ML models in 2026: the open-source framework that replaced my Kubernetes YAML
6+ day, 7+ hour ago (31+ words) I used to think shipping ML models to production was a multi-month project requiring a dedicated platform team …...
The batch vs. real-time prediction decision I had to make and how I reasoned through it
6+ day, 8+ hour ago (31+ words) Early in my machine learning journey, the emphasis on ‘real-time’ predictions was pervasive. I initially …...
Visual detection of flap tears on abrasive flap wheels using deep learning
1+ week, 1+ day ago (15+ words) Springer Nature Link...
Applied Sciences, Vol. 16, Pages 8115: A U-Net-Based Hybrid Network with Large-Kernel Convolution and Spatially Reduced Self-Attention for Structural Plane Segmentation in Tunnel-Face Images
1+ week, 2+ day ago (458+ words) The structural planes exposed on tunnel faces reflect the integrity and geological conditions of surrounding rock, and their accurate segmentation is important for geological logging and surrounding rock assessment. However, these targets are typically slender, discontinuous, and low-contrast, and are…...