📄 文章列表

852 篇文章
TDS

The Greedy Boruta Algorithm: Faster Feature Selection Without Sacrificing Recall

✅ completed ⭐ ★★★★★★ 2025-11-30
TDS

Learning, Hacking, and Shipping ML

✅ completed ⭐ ★★★★★★ 2025-12-01
TDS

Overcoming the Hidden Performance Traps of Variable-Shaped Tensors: Efficient Data Sampling in PyTorch

✅ completed ⭐ ★★★★★★ 2025-12-03
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

The Machine Learning “Advent Calendar” Day 7: Decision Tree Classifier

✅ completed ⭐ ★★★★★★ 2025-12-07
TDS

Don’t Build an ML Portfolio Without These Projects

✅ completed ⭐ ★★★★★★ 2025-12-10
TDS

Spectral Community Detection in Clinical Knowledge Graphs

✅ completed ⭐ ★★★★★★ 2025-12-12
TDS

EDA in Public (Part 1): Cleaning and Exploring Sales Data with Pandas

✅ completed ⭐ ★★★★★★ 2025-12-12
TDS

The Machine Learning “Advent Calendar” Day 13: LASSO and Ridge Regression in Excel

✅ completed ⭐ ★★★★★★ 2025-12-13
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-15
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-16
TDS

The Subset Sum Problem Solved in Linear Time for Dense Enough Inputs

✅ completed ⭐ ★★★★★★ 2025-12-18
TDS

4 Ways to Supercharge Your Data Science Workflow with Google AI Studio

✅ completed ⭐ ★★★★★★ 2025-12-18
TDS

How I Optimized My Leaf Raking Strategy Using Linear Programming

✅ completed ⭐ ★★★★★★ 2025-12-19
TDS

Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC)

✅ completed ⭐ ★★★★★★ 2025-12-19
TDS

Running Evals on a Bloated RAG Pipeline

✅ completed ⭐ ★★★★★★ 2025-12-21
TDS

What Happens When You Build an LLM Using Only 1s and 0s

✅ completed ⭐ ★★★★★★ 2025-12-22
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-22
TDS

Stop Retraining Blindly: Use PSI to Build a Smarter Monitoring Pipeline

✅ completed ⭐ ★★★★★★ 2025-12-23