📄 文章列表

453 篇文章
TDS

Overcoming the Hidden Performance Traps of Variable-Shaped Tensors: Efficient Data Sampling in PyTorch

✅ completed ⭐ ★★★★★★ 2025-12-03
TDS

Don’t Build an ML Portfolio Without These Projects

✅ completed ⭐ ★★★★★★ 2025-12-10
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

What Advent of Code Has Taught Me About Data Science

✅ 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

TDS Newsletter: Beyond Prompt Engineering: The New Frontiers of LLM Optimization

✅ completed ⭐ ★★★★★★ 2026-01-22
TDS

Agentic AI for Modern Deep Learning Experimentation

✅ completed ⭐ ★★★★★★ 2026-02-18
TDS

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

✅ completed ⭐ ★★★★★★ 2026-02-20
TDS

Is the AI and Data Job Market Dead?

✅ completed ⭐ ★★★★★★ 2026-02-23
TDS

The Machine Learning Lessons I’ve Learned This Month

✅ completed ⭐ ★★★★★★ 2026-03-02
TDS

LatentVLA: Latent Reasoning Models for Autonomous Driving

✅ completed ⭐ ★★★★★★ 2026-03-08
TDS

Machine Learning at Scale: Managing More Than One Model in Production

✅ completed ⭐ ★★★★★★ 2026-03-09
TDS

Bayesian Thinking for People Who Hated Statistics

✅ completed ⭐ ★★★★★★ 2026-03-16
TDS

Two-Stage Hurdle Models: Predicting Zero-Inflated Outcomes

✅ completed ⭐ ★★★★★★ 2026-03-18
TDS

My Models Failed. That’s How I Became a Better Data Scientist.

✅ completed ⭐ ★★★★★★ 2026-03-25
TDS

KV Cache Is Eating Your VRAM. Here’s How Google Fixed It With TurboQuant.

✅ completed ⭐ ★★★★★★ 2026-04-19
TDS

A Career in Data Is Not Always a Straight Line, and That’s Okay

✅ completed ⭐ ★★★★★★ 2026-04-27
TDS

Which Regularizer Should You Actually Use? Lessons from 134,400 Simulations

✅ completed ⭐ ★★★★★★ 2026-05-02