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A Coding Implementation on Spatial Graph Neural Networks for Urban Function Inference Using city2graph, OSMnx, and PyTorch Geometric
poi_gdf = poi_gdf.geometry.x poi_gdf = poi_gdf.geometry.y coords = poi_gdf].to_numpy() nn = NearestNeighbors(radius=150.0).fit(coords) poi_gdf = if segments_gdf is not None and len(segments_gdf): try: joined = gpd.sjoin_nearest(poi_gdf],…
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When PyMuPDF Can’t See the Table: Parse PDFs for RAG with Azure Layout
companion in Enterprise Document Intelligence, the series that builds an enterprise RAG…
Why Decade-Old Residual Connections Still Power All of AI (And Why That’s a Problem)
1. Over the past decade, deep learning as a field has grown…
A Harness for Every Task: Putting a Team of Claudes on One Job
1. For most of 2024 and 2025, the default answer was simple:…
Is Language Visual? An Experiment with Chinese Characters
widely discussed on Douban — a Chinese social platform — about a…
Moonshot AI Launches Kimi Work, a Local Desktop Agent Reportedly Running on Kimi K2.6 With a 300-Sub-Agent Agent Swarm
Moonshot AI has introduced Kimi Work, an AI agent that runs on…
Zyphra Release Zamba2-VL: Hybrid Mamba2–Transformer Vision-Language Models That Cut Time-to-First-Token by About an Order of Magnitude
Zyphra has released Zamba2-VL, a family of open vision-language models. The release…
A Coding Implementation on MONAI for End-to-End 3D Spleen Segmentation Using UNet on Medical CT Volumes
In this tutorial, we build an end-to-end 3D medical image segmentation pipeline…
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