📄 文章列表

1234 篇文章
TDS

The Machine Learning “Advent Calendar” Day 16: Kernel Trick in Excel

✅ completed ⭐ ★★★★★★ 2025-12-16
TDS

Production-Grade Observability for AI Agents: A Minimal-Code, Configuration-First Approach

✅ completed ⭐ ★★★★★★ 2025-12-17
TDS

The Subset Sum Problem Solved in Linear Time for Dense Enough Inputs

✅ completed ⭐ ★★★★★★ 2025-12-18
TDS

Six Lessons Learned Building RAG Systems in Production

✅ completed ⭐ ★★★★★★ 2025-12-19
TDS

Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC)

✅ completed ⭐ ★★★★★★ 2025-12-19
TDS

Running Evals on a Bloated RAG Pipeline

✅ completed ⭐ ★★★★★★ 2025-12-21
TDS

What Happens When You Build an LLM Using Only 1s and 0s

✅ completed ⭐ ★★★★★★ 2025-12-22
TDS

Understanding Vibe Proving

✅ completed ⭐ ★★★★★★ 2025-12-22
TDS

The Geometry of Laziness: What Angles Reveal About AI Hallucinations

✅ completed ⭐ ★★★★★★ 2025-12-22
TDS

Stop Retraining Blindly: Use PSI to Build a Smarter Monitoring Pipeline

✅ completed ⭐ ★★★★★★ 2025-12-23
TDS

The Machine Learning “Advent Calendar” Day 23: 1D CNN for Text in Excel

✅ completed ⭐ ★★★★★★ 2025-12-23
TDS

Bonferroni vs. Benjamini-Hochberg: Choosing Your P-Value Correction

✅ completed ⭐ ★★★★★★ 2025-12-24
TDS

Is Your Model Time-Blind? The Case for Cyclical Feature Encoding

✅ completed ⭐ ★★★★★★ 2025-12-24
TDS

Why MAP and MRR Fail for Search Ranking (and What to Use Instead)

✅ completed ⭐ ★★★★★★ 2025-12-25
TDS

How to Build an AI-Powered Weather ETL Pipeline with Databricks and GPT-4o: From API To Dashboard

✅ completed ⭐ ★★★★★★ 2025-12-26
TDS

How IntelliNode Automates Complex Workflows with Vibe Agents

✅ completed ⭐ ★★★★★★ 2025-12-27
TDS

Exploring TabPFN: A Foundation Model Built for Tabular Data

✅ completed ⭐ ★★★★★★ 2025-12-27
TDS

Implementing Vibe Proving with Reinforcement Learning

✅ completed ⭐ ★★★★★★ 2025-12-29
TDS

Agents Under the Curve (AUC)

✅ completed ⭐ ★★★★★★ 2025-12-30
TDS

The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel

✅ completed ⭐ ★★★★★★ 2025-12-30