📄 文章列表

40 篇文章
TDS

How to Choose Between Small and Frontier Models

✅ completed ⭐ ☆☆☆☆☆ 2026-06-29
TDS

The Hot Path Belongs to GBDTs, Agents Own the Cold Path: A Payment-Fraud Benchmark

✅ completed ⭐ ★★★☆☆ 2026-06-25
TDS

Neural Networks, Explained for Beginners: Start Here If They’ve Confused You

✅ completed ⭐ ★★★☆☆ 2026-06-22
TDS

Model Compression: Make Your Machine Learning Models Lighter and Faster

✅ completed ⭐ ★★★★★★ 2025-05-08
TDS

Detecting Malicious URLs Using LSTM and Google’s BERT Models

✅ completed ⭐ ★★★★★★ 2025-05-28
TDS

Hands-On Attention Mechanism for Time Series Classification, with Python

✅ completed ⭐ ★★★★★★ 2025-05-30
TDS

Get Ready for Your Next Career Move

✅ completed ⭐ ★★★★★★ 2025-06-05
TDS

Trying to Stay Sane in the Age of AI

✅ completed ⭐ ★★★★★★ 2025-06-09
TDS

From Reactive to Predictive: Forecasting Network Congestion with Machine Learning and INT

✅ completed ⭐ ★★★★★★ 2025-07-18
TDS

Mechanistic View of Transformers: Patterns, Messages, Residual Stream… and LSTMs

✅ completed ⭐ ★★★★★★ 2025-08-05
TDS

Stellar Flare Detection and Prediction Using Clustering and Machine Learning

✅ completed ⭐ ★★★★★★ 2025-08-05
TDS

LLM-Powered Time-Series Analysis

✅ completed ⭐ ★★★★★★ 2025-11-09
TDS

Introducing ShaTS: A Shapley-Based Method for Time-Series Models

✅ completed ⭐ ★★★★★★ 2025-11-17
TDS

How Relevance Models Foreshadowed Transformers for NLP

✅ completed ⭐ ★★★★★★ 2025-11-20
TDS

TDS Newsletter: November Must-Reads on GraphRAG, ML Projects, LLM-Powered Time-Series Analysis, and More

✅ completed ⭐ ★★★★★★ 2025-11-27
TDS

NeurIPS 2025 Best Paper Review: Qwen’s Systematic Exploration of Attention Gating

✅ completed ⭐ ★★★★★★ 2025-12-13
TDS

A Practical Toolkit for Time Series Anomaly Detection, Using Python

✅ completed ⭐ ★★★★★★ 2025-12-17
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-24
TDS

Hugging Face Transformers in Action: Learning How To Leverage AI for NLP

✅ completed ⭐ ★★★★★★ 2025-12-28
TDS

Five Questions About Chronos-2, the Time Series Foundation Model

✅ completed ⭐ ★★★★★★ 2026-05-29