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...
scGPT 完整教學 Repository: https://github.com/bowang-lab/scGPT Stars: 1577 | Tags: single-cell, foundation-model License: MIT | Language: Python (Jupyter Notebook) | Version: 0.2.5 Documentation: https://scgpt.readthedocs.io/en/latest/ Paper: scGPT: Towards Building a Foundation Model for Single-Cell Multi-omics Using...
SDMetrics 完整教學 Repository: https://github.com/sdv-dev/SDMetrics Stars: 261 | Forks: 52 | License: MIT Language: Python | Last Updated: 2026-06-09 Tags: synthetic-data, metrics, quality Documentation: https://docs.sdv.dev/sdmetrics DOI: 10.5281/zenodo.14279167 2. 核心架構 (Core Architecture) 2.1 四層指標體系 SDMetrics...
Simulants 完整教學 Repository: https://github.com/mdsol/Simulants Stars: 2 | Language: Python | License: MIT Tags: clinical-trial, baseline, Medidata 最後更新: 2024-09-20 維護者: Mandis Beigi — Medidata Solutions (Dassault Systemes) 2. 核心架構 2.1 系統架構圖 graph TD subgraph 輸入層 Input Layer A[CSV 原始資料Raw Tabular Data] -->...
SmartNoise SDK 完整教學 Repository: https://github.com/opendp/smartnoise-sdk Stars: 296 | Language: Python | License: MIT Tags: differential-privacy, privacy, opendp, smartnoise Python: 3.10 - 3.14 | 最後更新: 2026-05 2. 核心架構 2.1 整體架構圖 graph TB subgraph "SmartNoise SDK" direction TB subgraph SQL["smartnoise-sql差分隱私 SQL 查詢"]...
synthcity 完整教學 Repository: https://github.com/vanderschaarlab/synthcity Stars: 664 | Fork: 94 | License: Apache-2.0 Tags: synthetic-data, privacy, fairness, pytorch, tabular-data, generative-model 最新版本: v0.2.12 (2025-05-08) 論文: arXiv:2301.07573 2. 核心架構 2.1 系統架構圖 graph TB subgraph Input["輸入層 Input Layer"] RAW["原始資料Raw...