Repositories
marsggbo on GitHub
Open-source work around AutoML, LLM systems, and research engineering.
Flagship Repos
Higher-signal work: frameworks, paper codebases, and projects that represent the strongest technical taste.
markdown2anything
marsggbo/markdown2anything
Write Markdown once, publish everywhere — one-click export to WeChat / Zhihu / Xiaohongshu / Twitter threads / PPT with LaTeX, 14 themes, and AI copywriting.
MyPaperTrend
marsggbo/MyPaperTrend
Zero-config, local-first extension that tracks Google Scholar citations over time and overlays the trend chart right on the Scholar profile page.
BatteryGate
marsggbo/BatteryGate
Menu-bar app that pauses charging at an upper threshold and resumes at a lower one, talking to the SMC directly — pluggable backends, zero telemetry.
torchline
marsggbo/torchline
Lightweight PyTorch training pipeline with pragmatic defaults for experiments, demos, and small production loops.
hyperbox
marsggbo/hyperbox
Modular AutoML toolbox covering NAS, HPO, and augmentation search with a cleaner engineering interface.
NAS-LID
marsggbo/NAS-LID
AAAI 2023 codebase for efficient neural architecture search using local intrinsic dimension to partition search spaces.
EAGAN
marsggbo/EAGAN
ECCV 2022 two-stage evolutionary architecture search framework for discovering efficient GAN architectures.
CovidNet3D
marsggbo/CovidNet3D
AAAI 2021 project on automated design and benchmarking of 3D deep learning models for COVID-19 CT detection.
Research And Experiments
Smaller utilities, earlier experiments, and paper-adjacent repos that still show the evolution of the work.
MICCAI2022-EMARS
Evolutionary multi-objective architecture search applied to COVID-19 3D CT classification.
machine_learning_basics_notes
Machine learning whiteboard-style derivation notes, accumulated as a reusable study and teaching repository.
script_identification
CNN-based script identification project for multilingual character recognition with transfer-learning experiments.
MarsMail
Early side project exploring product flow and mail-style interaction design as a lightweight web app.
LabelImg
Flask-based image labeling utility from an earlier period of building quick CV annotation helpers.
2048
A compact 2048 implementation from the early days, kept here as a small nostalgia piece.