📄 文章列表

66 篇文章
AlphaSignal

Anthropic's Claude Fable 5 Beats Every Frontier Model on Coding Benchmarks | AlphaSignal

✅ completed ⭐ ★★★★★ 2026-06-27
TDS

We Built a Routing Layer to Cut Our AI Costs. It Broke the Product.

✅ completed ⭐ ★★★☆☆ 2026-06-27
TDS

Mining Rules from Data

✅ completed ⭐ ★★★★★★ 2025-04-09
TDS

Retrieval Augmented Classification: Improving Text Classification with External Knowledge

✅ completed ⭐ ★★★★★★ 2025-05-06
TDS

Non-Parametric Density Estimation: Theory and Applications

✅ completed ⭐ ★★★★★★ 2025-05-13
TDS

Understanding Random Forest using Python (scikit-learn)

✅ completed ⭐ ★★★★★★ 2025-05-15
TDS

Detecting Malicious URLs Using LSTM and Google’s BERT Models

✅ completed ⭐ ★★★★★★ 2025-05-28
TDS

Programming, Not Prompting: A Hands-On Guide to DSPy

✅ completed ⭐ ★★★★★★ 2025-06-23
TDS

Don’t Waste Your Labeled Anomalies: 3 Practical Strategies to Boost Anomaly Detection Performance

✅ completed ⭐ ★★★★★★ 2025-07-17
TDS

Skills vs. AI Skills

✅ completed ⭐ ★★★★★★ 2025-07-29
TDS

Confusion Matrix Made Simple: Accuracy, Precision, Recall & F1-Score

✅ completed ⭐ ★★★★★★ 2025-07-30
TDS

Building a Unified Intent Recognition Engine

✅ completed ⭐ ★★★★★★ 2025-09-16
TDS

Visual Pollen Classification Using CNNs and Vision Transformers

✅ completed ⭐ ★★★★★★ 2025-10-01
TDS

The Machine Learning “Advent Calendar” Day 2: k-NN Classifier in Excel

✅ completed ⭐ ★★★★★★ 2025-12-02
TDS

The Machine Learning “Advent Calendar” Day 11: Linear Regression in Excel

✅ completed ⭐ ★★★★★★ 2025-12-11
TDS

The Machine Learning “Advent Calendar” Day 15: SVM in Excel

✅ completed ⭐ ★★★★★★ 2025-12-15
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
TDS

Causal Inference Is Eating Machine Learning

✅ completed ⭐ ★★★★★★ 2026-03-23
TDS

Using a Local LLM as a Zero-Shot Classifier

✅ completed ⭐ ★★★★★★ 2026-04-23