📄 文章列表

589 篇文章
TDS

Confusion Matrix Made Simple: Accuracy, Precision, Recall & F1-Score

✅ completed ⭐ ★★★★★★ 2025-07-30
TDS

LLMs and Mental Health

✅ completed ⭐ ★★★★★★ 2025-07-31
TDS

From Data Scientist IC to Manager: One Year In

✅ completed ⭐ ★★★★★★ 2025-08-04
TDS

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

✅ completed ⭐ ★★★★★★ 2025-08-05
TDS

How a Research Lab Made Entirely of LLM Agents Developed Molecules That Can Block a Virus

✅ completed ⭐ ★★★★★★ 2025-08-05
TDS

The MCP Security Survival Guide: Best Practices, Pitfalls, and Real-World Lessons

✅ completed ⭐ ★★★★★★ 2025-08-06
TDS

SENet Paper Walkthrough: The Channel-Wise Attention

✅ completed ⭐ ★★★★★★ 2025-08-07
TDS

Demystifying Cosine Similarity

✅ completed ⭐ ★★★★★★ 2025-08-08
TDS

What Does “Following Best Practices” Mean in the Age of AI?

✅ completed ⭐ ★★★★★★ 2025-08-14
TDS

“Where’s Marta?”: How We Removed Uncertainty From AI Reasoning

✅ completed ⭐ ★★★★★★ 2025-08-20
TDS

Smarter Model Tuning: An AI Agent with LangGraph + Streamlit That Boosts ML Performance

✅ completed ⭐ ★★★★★★ 2025-08-20
TDS

Positional Embeddings in Transformers: A Math Guide to RoPE & ALiBi

✅ completed ⭐ ★★★★★★ 2025-08-26
TDS

A Visual Guide to Tuning Decision-Tree Hyperparameters

✅ completed ⭐ ★★★★★★ 2025-08-28
TDS

Stepwise Selection Made Simple: Improve Your Regression Models in Python

✅ completed ⭐ ★★★★★★ 2025-08-28
TDS

Writing Is Thinking

✅ completed ⭐ ★★★★★★ 2025-09-02
TDS

Boosting Your Anomaly Detection With LLMs

✅ completed ⭐ ★★★★★★ 2025-09-04
TDS

MobileNetV1 Paper Walkthrough: The Tiny Giant

✅ completed ⭐ ★★★★★★ 2025-09-04
TDS

A Visual Guide to Tuning Random Forest Hyperparameters

✅ completed ⭐ ★★★★★★ 2025-09-04
TDS

The End-to-End Data Scientist’s Prompt Playbook

✅ completed ⭐ ★★★★★★ 2025-09-08
TDS

Agentic AI and the Future of Python Project Management Tooling

✅ completed ⭐ ★★★★★★ 2025-09-08