📄 文章列表

356 篇文章
TDS

How Convolutional Neural Networks Learn Musical Similarity

✅ completed ⭐ ★★★★★★ 2026-01-26
TDS

Ray: Distributed Computing For All, Part 2

✅ completed ⭐ ★★★★★★ 2026-01-26
TDS

The Unbearable Lightness of Coding

✅ completed ⭐ ★★★★★★ 2026-01-29
TDS

Optimizing Vector Search: Why You Should Flatten Structured Data

✅ completed ⭐ ★★★★★★ 2026-01-29
TDS

YOLOv2 & YOLO9000 Paper Walkthrough: Better, Faster, Stronger

✅ completed ⭐ ★★★★★★ 2026-02-03
TDS

The Rule Everyone Misses: How to Stop Confusing loc and iloc in Pandas

✅ completed ⭐ ★★★★★★ 2026-02-05
TDS

TDS Newsletter: Vibe Coding Is Great. Until It’s Not.

✅ completed ⭐ ★★★★★★ 2026-02-05
TDS

Prompt Fidelity: Measuring How Much of Your Intent an AI Agent Actually Executes

✅ completed ⭐ ★★★★★★ 2026-02-06
TDS

Optimizing Deep Learning Models with SAM

✅ completed ⭐ ★★★★★★ 2026-02-24
TDS

The Gap Between Junior and Senior Data Scientists Isn’t Code

✅ completed ⭐ ★★★★★★ 2026-02-27
TDS

Scaling ML Inference on Databricks: Liquid or Partitioned? Salted or Not?

✅ completed ⭐ ★★★★★★ 2026-02-28
TDS

YOLOv3 Paper Walkthrough: Even Better, But Not That Much

✅ completed ⭐ ★★★★★★ 2026-03-02
TDS

Stop Tuning Hyperparameters. Start Tuning Your Problem.

✅ completed ⭐ ★★★★★★ 2026-03-04
TDS

Hybrid Neuro-Symbolic Fraud Detection: Guiding Neural Networks with Domain Rules

✅ completed ⭐ ★★★★★★ 2026-03-10
TDS

An Intuitive Guide to MCMC (Part I): The Metropolis-Hastings Algorithm

✅ completed ⭐ ★★★★★★ 2026-03-11
TDS

Scaling Vector Search: Comparing Quantization and Matryoshka Embeddings for 80% Cost Reduction

✅ completed ⭐ ★★★★★★ 2026-03-12
TDS

Solving the Human Training Data Problem

✅ completed ⭐ ★★★★★★ 2026-03-12
TDS

Two-Stage Hurdle Models: Predicting Zero-Inflated Outcomes

✅ completed ⭐ ★★★★★★ 2026-03-18
TDS

Production-Ready LLM Agents: A Comprehensive Framework for Offline Evaluation

✅ completed ⭐ ★★★★★★ 2026-03-24
TDS

What the Bits-over-Random Metric Changed in How I Think About RAG and Agents

✅ completed ⭐ ★★★★★★ 2026-03-26