AI 知识库 | 文章列表

TDS

Webwright: Why AI Web Agents Should Write Code, Not Click

✅ completed ⭐ ☆☆☆☆☆ 2026-08-17

TDS

Ten Is Not a Hundred

✅ completed ⭐ ☆☆☆☆☆ 2026-08-18

TDS

How to Shine as a Data Scientist in the Vibe Coding Era

✅ completed ⭐ ☆☆☆☆☆ 2026-08-15

TDS

My Model Was Cheating on Its Own Test

✅ completed ⭐ ☆☆☆☆☆ 2026-08-14

TDS

Backpropagation Explained for Beginners (Part 3): How Backpropagation Really Works

✅ completed ⭐ ☆☆☆☆☆ 2026-08-12

TDS

Variational Autoencoders (VAEs) Explained: From Theory to ELBO and the Reparameterization Trick

✅ completed ⭐ ☆☆☆☆☆ 2026-08-10

TDS

Loop Engineering for Listing Questions: When the Answer Is Every Passage, Not the Top One

✅ completed ⭐ ☆☆☆☆☆ 2026-08-07

TDS

My Fall-Detection Model Scored 94%, and It Was Lying to Me

✅ completed ⭐ ☆☆☆☆☆ 2026-08-07

TDS

Introduction to Semi-Supervised Learning

✅ completed ⭐ ☆☆☆☆☆ 2026-08-05

TDS

How to Get More Statistical Power from Fewer Research Participants

✅ completed ⭐ ☆☆☆☆☆ 2026-08-04

TDS

The Python Ecosystem That Changed AI Development

✅ completed ⭐ ☆☆☆☆☆ 2026-07-30

TDS

Backpropagation Explained for Beginners (Part 2): There Has to Be a Better Way

✅ completed ⭐ ☆☆☆☆☆ 2026-07-28

TDS

Backpropagation Explained for Beginners (Part 1): Building the Intuition

✅ completed ⭐ ☆☆☆☆☆ 2026-07-19

TDS

Using Classical ML to Empower AI Agents

✅ completed ⭐ ☆☆☆☆☆ 2026-07-17

TDS

Lessons Learned After 8.5 Years of ML

✅ completed ⭐ ☆☆☆☆☆ 2026-07-23

TDS

How to Optimize Vector Search When RAM Gets Too Expensive: On-Disk vs. In-Memory ANN Indexes

✅ completed ⭐ ☆☆☆☆☆ 2026-07-25

TDS

How I Reproduced BM25, Dense Retrieval, and SPLADE on a 16GB MacBook

✅ completed ⭐ ☆☆☆☆☆ 2026-07-27

TDS

Reducing Human Annotation with ML Active Learning