📄 文章列表

266 篇文章
TDS

The Machine Learning “Advent Calendar” Day 16: Kernel Trick in Excel

✅ completed ⭐ ★★★★★★ 2025-12-16
TDS

The Machine Learning “Advent Calendar” Day 17: Neural Network Regressor in Excel

✅ completed ⭐ ★★★★★★ 2025-12-17
TDS

How I Optimized My Leaf Raking Strategy Using Linear Programming

✅ completed ⭐ ★★★★★★ 2025-12-19
TDS

The Machine Learning “Advent Calendar” Day 20: Gradient Boosted Linear Regression in Excel

✅ completed ⭐ ★★★★★★ 2025-12-22
TDS

The Machine Learning “Advent Calendar” Day 21: Gradient Boosted Decision Tree Regressor in Excel

✅ completed ⭐ ★★★★★★ 2025-12-22
TDS

Is Your Model Time-Blind? The Case for Cyclical Feature Encoding

✅ completed ⭐ ★★★★★★ 2025-12-24
TDS

The Machine Learning “Advent Calendar” Day 24: Transformers for Text in Excel

✅ completed ⭐ ★★★★★★ 2025-12-24
TDS

Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems

✅ completed ⭐ ★★★★★★ 2025-12-30
TDS

The Machine Learning “Advent Calendar” Bonus 2: Gradient Descent Variants in Excel

✅ completed ⭐ ★★★★★★ 2025-12-31
TDS

Deep Reinforcement Learning: The Actor-Critic Method

✅ completed ⭐ ★★★★★★ 2026-01-01
TDS

Drift Detection in Robust Machine Learning Systems

✅ completed ⭐ ★★★★★★ 2026-01-02
TDS

YOLOv1 Loss Function Walkthrough: Regression for All

✅ completed ⭐ ★★★★★★ 2026-01-05
TDS

Why Supply Chain is the Best Domain for Data Scientists in 2026 (And How to Learn It)

✅ completed ⭐ ★★★★★★ 2026-01-07
TDS

Data Science Spotlight: Selected Problems from Advent of Code 2025

✅ completed ⭐ ★★★★★★ 2026-01-09
TDS

Under the Uzès Sun: When Historical Data Reveals the Climate Change

✅ completed ⭐ ★★★★★★ 2026-01-13
TDS

A Case for the T-statistic

✅ completed ⭐ ★★★★★★ 2026-01-21
TDS

Causal ML for the Aspiring Data Scientist

✅ completed ⭐ ★★★★★★ 2026-01-26
TDS

On the Possibility of Small Networks for Physics-Informed Learning

✅ completed ⭐ ★★★★★★ 2026-01-30
TDS

Distributed Reinforcement Learning for Scalable High-Performance Policy Optimization

✅ completed ⭐ ★★★★★★ 2026-02-01
TDS

YOLOv2 & YOLO9000 Paper Walkthrough: Better, Faster, Stronger

✅ completed ⭐ ★★★★★★ 2026-02-03