📄 文章列表

181 篇文章
AlphaSignal

George Hotz's Tinygrad Crashes MLPerf With 25,000 Lines of Python | AlphaSignal

✅ completed ⭐ ★★★★★ 2026-06-27
TDS

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

✅ completed ⭐ ★★★☆☆ 2026-06-22
TDS

When Physics Meets Finance: Using AI to Solve Black-Scholes

✅ completed ⭐ ★★★★★★ 2025-04-17
TDS

Explained: How Does L1 Regularization Perform Feature Selection?

✅ completed ⭐ ★★★★★★ 2025-04-22
TDS

Graph Neural Networks Part 4: Teaching Models to Connect the Dots

✅ completed ⭐ ★★★★★★ 2025-04-29
TDS

Practical Eigenvectors

✅ completed ⭐ ★★★★★★ 2025-05-01
TDS

Want Better Clusters? Try DeepType

✅ completed ⭐ ★★★★★★ 2025-05-02
TDS

ConvNeXt Paper Walkthrough: The CNN That Challenges ViT

✅ completed ⭐ ★★★★★★ 2025-05-05
TDS

Real-Time Interactive Sentiment Analysis in Python

✅ completed ⭐ ★★★★★★ 2025-05-07
TDS

Model Compression: Make Your Machine Learning Models Lighter and Faster

✅ completed ⭐ ★★★★★★ 2025-05-08
TDS

Boost 2-Bit LLM Accuracy with EoRA

✅ completed ⭐ ★★★★★★ 2025-05-15
TDS

Building AI Applications in Ruby

✅ completed ⭐ ★★★★★★ 2025-05-21
TDS

Use PyTorch to Easily Access Your GPU

✅ completed ⭐ ★★★★★★ 2025-05-21
TDS

Demystifying Policy Optimization in RL: An Introduction to PPO and GRPO

✅ completed ⭐ ★★★★★★ 2025-05-26
TDS

Why Regularization Isn’t Enough: A Better Way to Train Neural Networks with Two Objectives

✅ completed ⭐ ★★★★★★ 2025-05-27
TDS

I Transitioned from Data Science to AI Engineering: Here’s Everything You Need to Know

✅ completed ⭐ ★★★★★★ 2025-05-29
TDS

May Must-Reads: Math for Machine Learning Engineers, LLMs, Agent Protocols, and More

✅ completed ⭐ ★★★★★ 2025-05-30
TDS

DeiT Paper Walkthrough: Vision Transformer on a Budget

✅ completed ⭐ ★★★★★★ 2025-06-02
TDS

Automate Models Training: An MLOps Pipeline with Tekton and Buildpacks

✅ completed ⭐ ★★★★★★ 2025-06-10
TDS

Regularisation: A Deep Dive into Theory, Implementation, and Practical Insights

✅ completed ⭐ ★★★★★★ 2025-06-16