Repository moved to codeberg.org, see below.
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Updated
Oct 30, 2021 - Python
Repository moved to codeberg.org, see below.
factory layout optimization using Genetic Algorithm for maximizing production efficiency and minimizing material flow distance
Neural-network-assisted rectangular layout solver for architectural space planning from program and relationship-matrix data.
[ESWA 2022] A bi-population clan-based genetic algorithm for heat pipe-constrained component layout optimization.
A mini-app for generating custom Guess Who?-style game boards from a folder of images with automatic layout optimization and card generation.
Blender-free indoor layout benchmark with a static validator, procedural room sampler, and RL/search baselines.
Advance ML pipeline automating creative validation, correction, and rendering for retail marketing campaigns 🚀 Includes OCR, packshot extraction, YOLOv8 detection, contrast checks, safe-zone rules, and an intelligent auto-fix engine. Outputs high-quality, compliant designs across multiple formats through a FastAPI-powered backend.
🗜️Compressing Parquet files using functions (TRL @NeurIPS'24, EDBT Best Demo'25)
Layout-level area reduction of a 22 nm 6T FinFET SRAM bitcell using coordinated lateral geometric compaction, verified with KLayout and Coventor SEMulator3D
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