📄 文章列表

1294 篇文章
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

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

✅ completed ⭐ ★★★★★★ 2025-12-23
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

Keeping Probabilities Honest: The Jacobian Adjustment

✅ completed ⭐ ★★★★★★ 2025-12-25
TDS

Think Your Python Code Is Slow? Stop Guessing and Start Measuring

✅ completed ⭐ ★★★★★★ 2025-12-26
TDS

Exploring TabPFN: A Foundation Model Built for Tabular Data

✅ completed ⭐ ★★★★★★ 2025-12-27
TDS

Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems

✅ completed ⭐ ★★★★★★ 2025-12-30
TDS

Chunk Size as an Experimental Variable in RAG Systems

✅ completed ⭐ ★★★★★★ 2025-12-31
TDS

Production-Ready LLMs Made Simple with the NeMo Agent Toolkit

✅ completed ⭐ ★★★★★★ 2025-12-31
TDS

Off-Beat Careers That Are the Future Of Data

✅ completed ⭐ ★★★★★★ 2026-01-02
TDS

Drift Detection in Robust Machine Learning Systems

✅ completed ⭐ ★★★★★★ 2026-01-02
TDS

Ray: Distributed Computing for All, Part 1

✅ completed ⭐ ★★★★★★ 2026-01-05
TDS

GliNER2: Extracting Structured Information from Text

✅ completed ⭐ ★★★★★★ 2026-01-06
TDS

Probabilistic Multi-Variant Reasoning: Turning Fluent LLM Answers Into Weighted Options

✅ completed ⭐ ★★★★★★ 2026-01-07
TDS

HNSW at Scale: Why Your RAG System Gets Worse as the Vector Database Grows

✅ completed ⭐ ★★★★★★ 2026-01-07
TDS

Retrieval for Time-Series: How Looking Back Improves Forecasts

✅ completed ⭐ ★★★★★★ 2026-01-08
TDS

Beyond Prompting: The Power of Context Engineering

✅ completed ⭐ ★★★★★★ 2026-01-08
TDS

Teaching a Neural Network the Mandelbrot Set

✅ completed ⭐ ★★★★★★ 2026-01-09