HyenaDNA 完整教學 Repository: https://github.com/HazyResearch/hyena-dna Stars: 791 | Fork: 108 | License: Apache-2.0 Tags: genomics, foundation-models, language-models Paper: arXiv:2306.15794 | HuggingFace: LongSafari Primary Language: Python (含 CUDA C++ 加速核心) 最後更新: 2026-06-10 2. 核心架構 2.1 整體架構圖 graph TB subgraph Input["輸入...

Repository: https://github.com/doggy8088/mcp-cli Stars: 113 | Forks: 14 | Language: Rust | License: MIT npm: @willh/mcp-cli 最後更新: 2026-06-10 1. 專案概覽 (Project Overview) 1.1 什麼是 mcp-cli？ mcp-cli 是一套以 Rust 撰寫的輕量級 CLI (Command-Line Interface; 命令列介面) 工具與函式庫，專門用來與 MCP (Model Context Protocol; 模型上下文協定) 伺服器互動。 MCP 是一套讓 AI 模型透...

medSynthesisV1 完整教學 Repository: https://github.com/ginobilinie/medSynthesisV1 Stars: 195 | Fork: 45 | Language: Python | License: MIT Tags: medical-synthesis, WGAN-GP, PyTorch 論文: Medical Image Synthesis with Deep Convolutional Adversarial Networks (IEEE TBME 2018) 作者: Dong Nie et al., UNC Chapel Hill / Shen Lab 2. 核心...

MONAI GenerativeModels 完整教學 Repository: https://github.com/Project-MONAI/GenerativeModels Stars: 760 | Forks: 109 | License: Apache-2.0 Tags: anomaly-detection, diffusion-models, generative-adversarial-network, generative-models, image-synthesis, image-translation, medical-imaging, monai, mri-reconstruction 語言: Python...

nnU-Net 完整教學 Repository: https://github.com/MIC-DKFZ/nnUNet Stars: 8,527 | Language: Python | License: Apache-2.0 Tags: segmentation, self-configuring 最新版本: v2.8.0 (pyproject.toml) / v2.4.1 (GitHub Release, 2024-04) 維護單位: German Cancer Research Center (DKFZ) — Helmholtz Imaging Applied Computer Vision Lab (ACVL) 2. 核心...

PyFeat 完整教學 Repository: https://github.com/RafsanjaniHub/PyFeat Stars: 97 | Fork: 32 | Language: Python | License: GPL-3.0 Tags: computational-biology, bioinformatics, genomics, proteomics Homepage: http://rafsanjani.pythonanywhere.com/ 最後更新: 2025-11-30 2. 核心架構 2.1 整體流程架構 flowchart TD A["FASTA 序列檔案(DNA / RNA /...

R2GenGPT 完整教學 Repository: https://github.com/wang-zhanyu/R2GenGPT Stars: 125 | Tags: radiology, report-generation, LLM License: BSD 3-Clause | Language: Python | Last Updated: 2025-05-18 2. 核心架構 2.1 整體管線 flowchart TB subgraph Input["輸入層"] CXR["Chest X-Ray Image(胸部 X 光影像)"] end subgraph VE["Vision Encoder (視覺編碼器)"]...

RadFact 完整教學 Repository: https://github.com/microsoft/RadFact Stars: 98 | Fork: 12 | License: MIT Tags: radiology, evaluation, LLM, Microsoft 語言: Python | 最後更新: 2026-06-02 2. 核心架構 2.1 整體流程架構 flowchart TB subgraph INPUT["輸入層"] NAR["敘述性報告(Narrative Text)"] GND["定位報告(Grounded Phrases + Boxes)"] end subgraph PREPROCESS["前...

S&D Messenger 完整教學 Repository: https://github.com/xmed-lab/SD-Messenger Stars: 3 | Tags: stable-diffusion, medical, cross-modal 語言: Python | 授權: 未標示 論文: arXiv:2407.07763 (2024) 最後更新: 2025-08-27 2. 核心架構 2.1 整體架構圖 graph TB subgraph Input["輸入層"] IL["Labeled Images標註影像"] IU["Unlabeled Images未標註影像"] end subgraph...

scGen 完整教學 Repository: https://github.com/theislab/scgen Stars: 348 | Forks: 70 | Language: Python | License: GPL-3.0 Tags: single-cell, perturbation, VAE, transcriptomics, deep-learning, generative-model, bioinformatics, scrna-seq, single-cell-genomics 文件: https://scgen.readthedocs.io 論文: Lotfollahi et al., “scGen...