📄 文章列表

64 篇文章
TDS

Model Compression: Make Your Machine Learning Models Lighter and Faster

✅ completed ⭐ ★★★★★★ 2025-05-08
TDS

Grad-CAM from Scratch with PyTorch Hooks

✅ completed ⭐ ★★★★★★ 2025-06-17
TDS

Why Your Next LLM Might Not Have A Tokenizer

✅ completed ⭐ ★★★★★★ 2025-06-24
TDS

Revisiting Benchmarking of Tabular Reinforcement Learning Methods

✅ completed ⭐ ★★★★★★ 2025-07-01
TDS

How to Fine-Tune Small Language Models to Think with Reinforcement Learning

✅ completed ⭐ ★★★★★★ 2025-07-08
TDS

Automating Deep Learning: A Gentle Introduction to AutoKeras and Keras Tuner

✅ completed ⭐ ★★★★★★ 2025-07-15
TDS

The Age of Self-Evolving AI Is Here

✅ completed ⭐ ★★★★★★ 2025-07-17
TDS

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

✅ completed ⭐ ★★★★★★ 2025-08-05
TDS

Generating Structured Outputs from LLMs

✅ completed ⭐ ★★★★★★ 2025-08-08
TDS

Coconut: A Framework for Latent Reasoning in LLMs

✅ completed ⭐ ★★★★★★ 2025-08-12
TDS

MobileNetV1 Paper Walkthrough: The Tiny Giant

✅ completed ⭐ ★★★★★★ 2025-09-04
TDS

PyTorch Explained: From Automatic Differentiation to Training Custom Neural Networks

✅ completed ⭐ ★★★★★★ 2025-09-24
TDS

Learning Triton One Kernel at a Time: Matrix Multiplication

✅ completed ⭐ ★★★★★★ 2025-10-14
TDS

Scaling Recommender Transformers to a Billion Parameters

✅ completed ⭐ ★★★★★★ 2025-10-21
TDS

MobileNetV3 Paper Walkthrough: The Tiny Giant Getting Even Smarter

✅ completed ⭐ ★★★★★★ 2025-11-02
TDS

We Didn’t Invent Attention — We Just Rediscovered It

✅ completed ⭐ ★★★★★★ 2025-11-05
TDS

Understanding Convolutional Neural Networks (CNNs) Through Excel

✅ completed ⭐ ★★★★★★ 2025-11-17
TDS

How Relevance Models Foreshadowed Transformers for NLP

✅ completed ⭐ ★★★★★★ 2025-11-20
TDS

Learning Triton One Kernel at a Time: Softmax

✅ completed ⭐ ★★★★★★ 2025-11-23
TDS

The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint

✅ completed ⭐ ★★★★★★ 2025-11-30