📄 文章列表

617 篇文章
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-24
TDS

Exploring TabPFN: A Foundation Model Built for Tabular Data

✅ completed ⭐ ★★★★★★ 2025-12-27
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-31
TDS

Drift Detection in Robust Machine Learning Systems

✅ completed ⭐ ★★★★★★ 2026-01-02
TDS

Stop Blaming the Data: A Better Way to Handle Covariance Shift

✅ completed ⭐ ★★★★★★ 2026-01-05
TDS

Measuring What Matters with NeMo Agent Toolkit

✅ completed ⭐ ★★★★★★ 2026-01-06
TDS

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

✅ 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

Federated Learning, Part 1: The Basics of Training Models Where the Data Lives

✅ completed ⭐ ★★★★★★ 2026-01-10
TDS

Optimizing Data Transfer in Batched AI/ML Inference Workloads

✅ completed ⭐ ★★★★★★ 2026-01-12
TDS

Glitches in the Attention Matrix

✅ completed ⭐ ★★★★★★ 2026-01-14
TDS

When Shapley Values Break: A Guide to Robust Model Explainability

✅ completed ⭐ ★★★★★★ 2026-01-15
TDS

Cutting LLM Memory by 84%: A Deep Dive into Fused Kernels

✅ completed ⭐ ★★★★★★ 2026-01-16
TDS

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

✅ completed ⭐ ★★★★★★ 2026-01-19
TDS

Evaluating Multi-Step LLM-Generated Content: Why Customer Journeys Require Structural Metrics

✅ completed ⭐ ★★★★★★ 2026-01-22
TDS

Optimizing Data Transfer in Distributed AI/ML Training Workloads

✅ completed ⭐ ★★★★★★ 2026-01-23
TDS

SAM 3 vs. Specialist Models — A Performance Benchmark

✅ completed ⭐ ★★★★★★ 2026-01-25
TDS

Federated Learning, Part 2: Implementation with the Flower Framework 🌼

✅ completed ⭐ ★★★★★★ 2026-01-28
TDS

RoPE, Clearly Explained

✅ completed ⭐ ★★★★★★ 2026-01-29