📄 文章列表

767 篇文章
TDS

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

✅ completed ⭐ ★★★★★★ 2025-06-16
TDS

Let’s Analyze OpenAI’s Claims About ChatGPT Energy Use

✅ completed ⭐ ★★★★★★ 2025-06-16
TDS

Grad-CAM from Scratch with PyTorch Hooks

✅ completed ⭐ ★★★★★★ 2025-06-17
TDS

Computer Vision’s Annotation Bottleneck Is Finally Breaking

✅ completed ⭐ ★★★★★★ 2025-06-18
TDS

Beyond Code Generation: Continuously Evolve Text with LLMs

✅ completed ⭐ ★★★★★★ 2025-06-19
TDS

Understanding Application Performance with Roofline Modeling

✅ completed ⭐ ★★★★★★ 2025-06-20
TDS

Data Has No Moat!

✅ completed ⭐ ★★★★★★ 2025-06-24
TDS

Data Science: From School to Work, Part V

✅ completed ⭐ ★★★★★★ 2025-06-26
TDS

A Caching Strategy for Identifying Bottlenecks on the Data Input Pipeline

✅ completed ⭐ ★★★★★★ 2025-06-26
TDS

Pipelining AI/ML Training Workloads with CUDA Streams

✅ completed ⭐ ★★★★★★ 2025-06-26
TDS

From Pixels to Plots

✅ completed ⭐ ★★★★★★ 2025-06-30
TDS

The Five-Second Fingerprint: Inside Shazam’s Instant Song ID

✅ completed ⭐ ★★★★★★ 2025-07-07
TDS

The Crucial Role of NUMA Awareness in High-Performance Deep Learning

✅ completed ⭐ ★★★★★★ 2025-07-10
TDS

There and Back Again: An AI Career Journey

✅ completed ⭐ ★★★★★★ 2025-07-14
TDS

Gain a Better Understanding of Computer Vision: Dynamic SOLO (SOLOv2) with TensorFlow

✅ completed ⭐ ★★★★★★ 2025-07-18
TDS

Things I Wish I Had Known Before Starting ML

✅ completed ⭐ ★★★★★★ 2025-07-22
TDS

NumPy API on a GPU?

✅ completed ⭐ ★★★★★★ 2025-07-22
TDS

How I Fine-Tuned Granite-Vision 2B to Beat a 90B Model — Insights and Lessons Learned

✅ completed ⭐ ★★★★★★ 2025-07-25
TDS

InfiniBand vs RoCEv2: Choosing the Right Network for Large-Scale AI

✅ completed ⭐ ★★★★★★ 2025-08-06
TDS

Generating Structured Outputs from LLMs

✅ completed ⭐ ★★★★★★ 2025-08-08