📄 文章列表

266 篇文章
TDS

Accuracy Is Dead: Calibration, Discrimination, and Other Metrics You Actually Need

✅ completed ⭐ ★★★★★★ 2025-07-14
TDS

How to Overlay a Heatmap on a Real Map with Python

✅ completed ⭐ ★★★★★★ 2025-07-16
TDS

Estimating Disease Rates Without Diagnosis

✅ completed ⭐ ★★★★★★ 2025-07-17
TDS

The Age of Self-Evolving AI Is Here

✅ completed ⭐ ★★★★★★ 2025-07-17
TDS

When LLMs Try to Reason: Experiments in Text and Vision-Based Abstraction

✅ completed ⭐ ★★★★★★ 2025-07-22
TDS

Understanding Matrices | Part 3: Matrix Transpose

✅ completed ⭐ ★★★★★★ 2025-07-22
TDS

Physics-Informed Neural Networks for Inverse PDE Problems

✅ completed ⭐ ★★★★★★ 2025-07-29
TDS

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

✅ completed ⭐ ★★★★★★ 2025-07-30
TDS

Demystifying Cosine Similarity

✅ completed ⭐ ★★★★★★ 2025-08-08
TDS

A Bird’s-Eye View of Linear Algebra: Why Is Matrix Multiplication Like That?

✅ completed ⭐ ★★★★★★ 2025-08-13
TDS

Modular Arithmetic in Data Science

✅ completed ⭐ ★★★★★★ 2025-08-18
TDS

Smarter Model Tuning: An AI Agent with LangGraph + Streamlit That Boosts ML Performance

✅ completed ⭐ ★★★★★★ 2025-08-20
TDS

Designing Trustworthy ML Models: Alan & Aida Discover Monotonicity in Machine Learning

✅ completed ⭐ ★★★★★★ 2025-08-21
TDS

Cracking the Density Code: Why MAF Flows Where KDE Stalls

✅ completed ⭐ ★★★★★★ 2025-08-22
TDS

A Visual Guide to Tuning Decision-Tree Hyperparameters

✅ completed ⭐ ★★★★★★ 2025-08-28
TDS

Stepwise Selection Made Simple: Improve Your Regression Models in Python

✅ completed ⭐ ★★★★★★ 2025-08-28
TDS

Marginal Effect of Hyperparameter Tuning with XGBoost

✅ completed ⭐ ★★★★★★ 2025-08-29
TDS

Understanding Matrices | Part 4: Matrix Inverse

✅ completed ⭐ ★★★★★★ 2025-08-30
TDS

Stochastic Differential Equations and Temperature — NASA Climate Data pt. 2

✅ completed ⭐ ★★★★★★ 2025-09-03
TDS

A Visual Guide to Tuning Random Forest Hyperparameters

✅ completed ⭐ ★★★★★★ 2025-09-04