AI 知识库 | 文章列表

TDS

Binning or Feature Selection: Which One Won Us an Insurance Hackathon?

✅ completed ⭐ ☆☆☆☆☆ 2026-10-30

TDS

What Makes AI-Written Stories Feel Off?

✅ completed ⭐ ☆☆☆☆☆ 2026-10-26

TDS

Can Conformal Prediction Take You from Accurate to Reliable Machine Learning?

✅ completed ⭐ ☆☆☆☆☆ 2026-10-20

TDS

What SHAP Can't Explain About Agentic AI Fraud

✅ completed ⭐ ☆☆☆☆☆ 2026-09-11

TDS

AgentOps Is Not MLOps: What Breaks in Your Monitoring Stack When Agents Go to Production

✅ completed ⭐ ☆☆☆☆☆ 2026-08-31

TDS

I Trained Six Models for Fraud Detection, and the Best One Isn't in Production

✅ completed ⭐ ☆☆☆☆☆ 2026-08-28

TDS

A Day in the Life of a Data Scientist in 2026

✅ completed ⭐ ☆☆☆☆☆ 2026-08-14

TDS

Using Classical ML to Empower AI Agents

✅ completed ⭐ ☆☆☆☆☆ 2026-07-17

TDS

Tabular LLMs: An Introduction to the Foundation Models That Predict Your Spreadsheet

✅ completed ⭐ ☆☆☆☆☆ 2026-07-24

AlphaSignal

Google Research's TabFM Beats XGBoost on 51 Datasets Without Any Training | AlphaSignal

✅ completed ⭐ ☆☆☆☆☆ 2026-07-12

TDS

I Pitted XGBoost Against Logistic Regression on 358 Matches. The Boring Model Won.

✅ completed ⭐ ☆☆☆☆☆ 2026-06-28

Rundown.AI

🤖 Nvidia reveals huge AI products

✅ completed ⭐ ★★★★★★ 2023-05-30

TDS

Beyond the Straight Line: Choosing Between OLS, Interaction Terms, and Tweedie Regression

✅ completed ⭐ ★★★☆☆ 2026-06-25

TDS

The Hot Path Belongs to GBDTs, Agents Own the Cold Path: A Payment-Fraud Benchmark

✅ completed ⭐ ★★★☆☆ 2026-06-25

TDS

Why CatBoost Works So Well: The Engineering Behind the Magic

✅ completed ⭐ ★★★★★★ 2025-04-09

TDS

Predicting the NBA Champion with Machine Learning

✅ completed ⭐ ★★★★★★ 2025-04-24

TDS

Graph Neural Networks Part 4: Teaching Models to Connect the Dots

✅ completed ⭐ ★★★★★★ 2025-04-29

TDS

From FOMO to Opportunity: Analytical AI in the Era of LLM Agents