📄 文章列表

184 篇文章
TDS

YOLOv1 Paper Walkthrough: The Day YOLO First Saw the World

✅ completed ⭐ ★★★★★★ 2025-12-05
TDS

Artificial Intelligence, Machine Learning, Deep Learning, and Generative AI — Clearly Explained

✅ completed ⭐ ★★★★★★ 2025-12-07
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-11
TDS

Decentralized Computation: The Hidden Principle Behind Deep Learning

✅ completed ⭐ ★★★★★★ 2025-12-12
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-17
TDS

The Machine Learning “Advent Calendar” Day 18: Neural Network Classifier in Excel

✅ completed ⭐ ★★★★★★ 2025-12-18
TDS

Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC)

✅ completed ⭐ ★★★★★★ 2025-12-19
TDS

The Machine Learning “Advent Calendar” Day 23: 1D CNN for Text in Excel

✅ completed ⭐ ★★★★★★ 2025-12-23
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-24
TDS

Machine Learning vs AI Engineer: What Are the Differences?

✅ completed ⭐ ★★★★★★ 2025-12-29
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-31
TDS

TDS Newsletter: Set Yourself Up for a Successful Year of Learning

✅ completed ⭐ ★★★★★★ 2026-01-01
TDS

Teaching a Neural Network the Mandelbrot Set

✅ completed ⭐ ★★★★★★ 2026-01-09
TDS

Data Poisoning in Machine Learning: Why and How People Manipulate Training Data

✅ completed ⭐ ★★★★★★ 2026-01-17
TDS

Time Series Isn’t Enough: How Graph Neural Networks Change Demand Forecasting

✅ completed ⭐ ★★★★★★ 2026-01-19
TDS

Bridging the Gap Between Research and Readability with Marco Hening Tallarico

✅ completed ⭐ ★★★★★★ 2026-01-19
TDS

How Convolutional Neural Networks Learn Musical Similarity

✅ completed ⭐ ★★★★★★ 2026-01-26
TDS

From Connections to Meaning: Why Heterogeneous Graph Transformers (HGT) Change Demand Forecasting

✅ completed ⭐ ★★★★★★ 2026-01-27
TDS

On the Possibility of Small Networks for Physics-Informed Learning

✅ completed ⭐ ★★★★★★ 2026-01-30
TDS

Routing in a Sparse Graph: a Distributed Q-Learning Approach

✅ completed ⭐ ★★★★★★ 2026-02-03