📄 文章列表

19 篇文章
TDS

Reparameterization Tricks: Variance Reduction by Smarter Gradients

✅ completed ⭐ ☆☆☆☆☆ 2026-09-16
TDS

Demystifying Anthropic's J-Space: A Mathematical Primer

✅ completed ⭐ ☆☆☆☆☆ 2026-09-11
TDS

Beyond Point Predictions: A Practical Introduction to Bayesian Neural Networks

✅ completed ⭐ ☆☆☆☆☆ 2026-09-01
TDS

How to Place Vertiport Locations in Any City Using Geospatial Machine Learning

✅ completed ⭐ ☆☆☆☆☆ 2026-08-12
TDS

Variational Autoencoders (VAEs) Explained: From Theory to ELBO and the Reparameterization Trick

✅ completed ⭐ ☆☆☆☆☆ 2026-08-10
Rundown.AI

🤖 Baidu's new LLM outshines GPT-4

✅ completed ⭐ ★★★★★★ 2023-06-28
TDS

Time Series Forecasting Made Simple (Part 1): Decomposition and Baseline Models

✅ completed ⭐ ★★★★★★ 2025-04-09
TDS

Clustering Eating Behaviors in Time: A Machine Learning Approach to Preventive Health

✅ completed ⭐ ★★★★★★ 2025-05-08
TDS

Time Series Forecasting Made Simple (Part 2): Customizing Baseline Models

✅ completed ⭐ ★★★★★★ 2025-05-09
TDS

Estimating Product-Level Price Elasticities Using Hierarchical Bayesian

✅ completed ⭐ ★★★★★★ 2025-05-23
TDS

10,000x Faster Bayesian Inference: Multi-GPU SVI vs. Traditional MCMC

✅ completed ⭐ ★★★★★★ 2025-06-10
TDS

Hands-On with Agents SDK: Multi-Agent Collaboration

✅ completed ⭐ ★★★★★★ 2025-08-04
TDS

AI Operations Under the Hood: Challenges and Best Practices

✅ completed ⭐ ★★★★★★ 2025-09-05
TDS

A Beginner’s Guide to Robotics with Python

✅ completed ⭐ ★★★★★★ 2025-10-16
TDS

The Machine Learning “Advent Calendar” Day 4: k-Means in Excel

✅ completed ⭐ ★★★★★★ 2025-12-04
TDS

Topic Modeling Techniques for 2026: Seeded Modeling, LLM Integration, and Data Summaries

✅ completed ⭐ ★★★★★★ 2026-01-14
TDS

A Data Scientist’s Take on the $599 MacBook Neo

✅ completed ⭐ ★★★★★★ 2026-04-05
TDS

Introduction to Deep Evidential Regression for Uncertainty Quantification

✅ completed ⭐ ★★★★★★ 2026-04-16
TDS

GPU Time-Slicing for Concurrent LLM Agents on Kubernetes

✅ completed ⭐ ★★★★★★ 2026-06-14