📄 文章列表

104 篇文章
TDS

AI FOMO, Shadow AI, and Other Business Problems

✅ completed ⭐ ★★★★★★ 2025-09-03
TDS

No Peeking Ahead: Time-Aware Graph Fraud Detection

✅ completed ⭐ ★★★★★★ 2025-09-14
TDS

PyTorch Explained: From Automatic Differentiation to Training Custom Neural Networks

✅ completed ⭐ ★★★★★★ 2025-09-24
TDS

Learning Triton One Kernel At a Time: Vector Addition

✅ completed ⭐ ★★★★★★ 2025-09-27
TDS

The Machine Learning Lessons I’ve Learned This Month

✅ completed ⭐ ★★★★★★ 2025-10-27
TDS

Organizing Code, Experiments, and Research for Kaggle Competitions

✅ completed ⭐ ★★★★★★ 2025-11-13
TDS

“The success of an AI product depends on how intuitively users can interact with its capabilities”

✅ completed ⭐ ★★★★★★ 2025-11-14
TDS

Metric Deception: When Your Best KPIs Hide Your Worst Failures

✅ completed ⭐ ★★★★★★ 2025-11-29
TDS

YOLOv1 Paper Walkthrough: The Day YOLO First Saw the World

✅ completed ⭐ ★★★★★★ 2025-12-05
TDS

Hugging Face Transformers in Action: Learning How To Leverage AI for NLP

✅ completed ⭐ ★★★★★★ 2025-12-28
TDS

YOLOv1 Loss Function Walkthrough: Regression for All

✅ completed ⭐ ★★★★★★ 2026-01-05
TDS

Measuring What Matters with NeMo Agent Toolkit

✅ completed ⭐ ★★★★★★ 2026-01-06
TDS

SAM 3 vs. Specialist Models — A Performance Benchmark

✅ completed ⭐ ★★★★★★ 2026-01-25
TDS

YOLOv2 & YOLO9000 Paper Walkthrough: Better, Faster, Stronger

✅ completed ⭐ ★★★★★★ 2026-02-03
TDS

Not All RecSys Problems Are Created Equal

✅ completed ⭐ ★★★★★★ 2026-02-11
TDS

The Machine Learning Lessons I’ve Learned This Month

✅ completed ⭐ ★★★★★★ 2026-03-02
TDS

A Guide to Understanding GPUs and Maximizing GPU Utilization

✅ completed ⭐ ★★★★★★ 2026-04-14
TDS

Building an Evaluation Harness for Production AI Agents: A 12-Metric Framework From 100+ Deployments

✅ completed ⭐ ★★★★★★ 2026-05-13
TDS

From Prototype to Profit: Solving the Agentic Token-Burn Problem

✅ completed ⭐ ★★★★★★ 2026-05-23
TDS

The Fundamental Choice in Reinforcement Learning: On‑Policy vs. Off‑Policy

✅ completed ⭐ ★★★★★★ 2026-06-05