AI 知识库 | 文章列表

TDS

Why I’m Making the Switch to marimo Notebooks

✅ completed ⭐ ★★★★★★ 2025-11-20

TDS

I Cleaned a Messy CSV File Using Pandas . Here’s the Exact Process I Follow Every Time.

✅ completed ⭐ ★★★★★★ 2025-11-26

TDS

Reading Research Papers in the Age of LLMs

✅ completed ⭐ ★★★★★★ 2025-12-06

TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-13

TDS

Lessons Learned After 8 Years of Machine Learning

✅ completed ⭐ ★★★★★★ 2025-12-16

TDS

The Machine Learning “Advent Calendar” Day 17: Neural Network Regressor in Excel

✅ completed ⭐ ★★★★★★ 2025-12-17

TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-18

TDS

Production-Ready LLMs Made Simple with the NeMo Agent Toolkit

✅ completed ⭐ ★★★★★★ 2025-12-31

TDS

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

✅ completed ⭐ ★★★★★★ 2026-01-05

TDS

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

✅ completed ⭐ ★★★★★★ 2026-01-07

TDS

Mastering Non-Linear Data: A Guide to Scikit-Learn’s SplineTransformer

✅ completed ⭐ ★★★★★★ 2026-01-09

TDS

Data Science Spotlight: Selected Problems from Advent of Code 2025

✅ completed ⭐ ★★★★★★ 2026-01-09

TDS

When Does Adding Fancy RAG Features Work?

✅ completed ⭐ ★★★★★★ 2026-01-12

TDS

Building a Self-Healing Data Pipeline That Fixes Its Own Python Errors

✅ completed ⭐ ★★★★★★ 2026-01-21

TDS

How Convolutional Neural Networks Learn Musical Similarity

✅ completed ⭐ ★★★★★★ 2026-01-26

TDS

The Unbearable Lightness of Coding

✅ completed ⭐ ★★★★★★ 2026-01-29

TDS

An End-to-End Guide to Beautifying Your Open-Source Repo with Agentic AI

✅ completed ⭐ ★★★★★★ 2026-02-20

TDS

The Gap Between Junior and Senior Data Scientists Isn’t Code

✅ completed ⭐ ★★★★★★ 2026-02-27

TDS

Coding the Pong Game from Scratch in Python