📄 文章列表

41 篇文章
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
TDS

Zero-Inflated Data: A Comparison of Regression Models

✅ completed ⭐ ★★★★★★ 2025-09-05
TDS

The End-to-End Data Scientist’s Prompt Playbook

✅ completed ⭐ ★★★★★★ 2025-09-08
TDS

From Classical Models to AI: Forecasting Humidity for Energy and Water Efficiency in Data Centers

✅ completed ⭐ ★★★★★★ 2025-11-02
TDS

Does AI Need to Be Conscious to Care?

✅ completed ⭐ ★★★★★★ 2025-11-03
TDS

Evaluating Synthetic Data — The Million Dollar Question

✅ completed ⭐ ★★★★★★ 2025-11-07
TDS

LLM-Powered Time-Series Analysis

✅ completed ⭐ ★★★★★★ 2025-11-09
TDS

How to Use Simple Data Contracts in Python for Data Scientists

✅ completed ⭐ ★★★★★★ 2025-12-02
TDS

Do Labels Make AI Blind? Self-Supervision Solves the Age-Old Binding Problem

✅ completed ⭐ ★★★★★★ 2025-12-04
TDS

YOLOv1 Paper Walkthrough: The Day YOLO First Saw the World

✅ completed ⭐ ★★★★★★ 2025-12-05
TDS

The Machine Learning “Advent Calendar” Day 6: Decision Tree Regressor

✅ completed ⭐ ★★★★★★ 2025-12-06
TDS

YOLOv1 Loss Function Walkthrough: Regression for All

✅ completed ⭐ ★★★★★★ 2026-01-05
TDS

Glitches in the Attention Matrix

✅ completed ⭐ ★★★★★★ 2026-01-14
TDS

SAM 3 vs. Specialist Models — A Performance Benchmark

✅ completed ⭐ ★★★★★★ 2026-01-25
TDS

Two-Stage Hurdle Models: Predicting Zero-Inflated Outcomes

✅ completed ⭐ ★★★★★★ 2026-03-18
TDS

Democratizing Marketing Mix Models (MMM) with Open Source and Gen AI

✅ completed ⭐ ★★★★★★ 2026-04-07
TDS

A Visual Explanation of Linear Regression

✅ completed ⭐ ★★★★★★ 2026-04-09
TDS

Your Model Isn’t Done: Understanding and Fixing Model Drift

✅ completed ⭐ ★★★★★★ 2026-04-13
TDS

Timer-XL: A Long-Context Foundation Model for Time-Series Forecasting

✅ completed ⭐ ★★★★★★ 2026-05-06