📄 文章列表

46 篇文章
TDS

DeiT Paper Walkthrough: Vision Transformer on a Budget

✅ completed ⭐ ★★★★★★ 2025-06-02
TDS

Pipelining AI/ML Training Workloads with CUDA Streams

✅ completed ⭐ ★★★★★★ 2025-06-26
TDS

ResNeXt Paper Walkthrough: Taking ResNet to the Next Level

✅ completed ⭐ ★★★★★★ 2025-07-02
TDS

SENet Paper Walkthrough: The Channel-Wise Attention

✅ completed ⭐ ★★★★★★ 2025-08-07
TDS

Air for Tomorrow: Why Openness in Air Quality Research and Implementation Matters for Global Equity

✅ completed ⭐ ★★★★★★ 2025-08-27
TDS

MobileNetV1 Paper Walkthrough: The Tiny Giant

✅ completed ⭐ ★★★★★★ 2025-09-04
TDS

Learn How to Use Transformers with HuggingFace and SpaCy

✅ completed ⭐ ★★★★★★ 2025-09-15
TDS

PyTorch Explained: From Automatic Differentiation to Training Custom Neural Networks

✅ completed ⭐ ★★★★★★ 2025-09-24
TDS

Decoding Nonlinear Signals in Large Observational Datasets

✅ completed ⭐ ★★★★★★ 2025-09-24
TDS

Preparing Video Data for Deep Learning: Introducing Vid Prepper

✅ completed ⭐ ★★★★★★ 2025-09-29
TDS

Are Foundation Models Ready for Your Production Tabular Data?

✅ completed ⭐ ★★★★★★ 2025-10-01
TDS

MobileNetV2 Paper Walkthrough: The Smarter Tiny Giant

✅ completed ⭐ ★★★★★★ 2025-10-03
TDS

Learning Triton One Kernel at a Time: Matrix Multiplication

✅ completed ⭐ ★★★★★★ 2025-10-14
TDS

MobileNetV3 Paper Walkthrough: The Tiny Giant Getting Even Smarter

✅ completed ⭐ ★★★★★★ 2025-11-02
TDS

On the Challenge of Converting TensorFlow Models to PyTorch

✅ completed ⭐ ★★★★★★ 2025-12-05
TDS

YOLOv1 Paper Walkthrough: The Day YOLO First Saw the World

✅ completed ⭐ ★★★★★★ 2025-12-05
TDS

Cutting LLM Memory by 84%: A Deep Dive into Fused Kernels

✅ completed ⭐ ★★★★★★ 2026-01-16
TDS

YOLOv2 & YOLO9000 Paper Walkthrough: Better, Faster, Stronger

✅ completed ⭐ ★★★★★★ 2026-02-03
TDS

YOLOv3 Paper Walkthrough: Even Better, But Not That Much

✅ completed ⭐ ★★★★★★ 2026-03-02
TDS

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

✅ completed ⭐ ★★★★★★ 2026-03-25