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1. Cellula-Bulk-RNA-seq-Clustering-Clinical-Prediction-Engine Cellula-Bulk-RNA-seq-Clustering-Clinical-Prediction-Engine Public

   This project provides a modular engine for rapid clustering and dimensionality reduction (e.g., PCA + KMeans) of bulk RNA-seq data, with integrated clinical outcome prediction (Cox model, Kaplan-Me…

   Python 2

2. -Attention-Enhanced-Subtype-Discovery-Engine -Attention-Enhanced-Subtype-Discovery-Engine Public

   The Attention-Enhanced Subtype Discovery Engine introduces an innovative approach to cancer genomics analysis by integrating dimensionality reduction with attention mechanisms. This pipeline create…

   Python 2

3. grid_table_extractor.py grid_table_extractor.py Public

   This repository contains a Python engine designed to efficiently extract structured table data from PDF documents, with a primary focus on tables that feature visible grid lines.

   Python 2

4. CSD-Grid-Dual-Engine CSD-Grid-Dual-Engine Public

   A compact open-source reference package for physics-boundary validation of AI systems in electric power grids. This project does not present a full grid product or a replacement for existing grid A…

   Python 2

5. emission-caculatoer- emission-caculatoer- Public

   Emission Calculator (排放計算引擎) 一鍵生成 ≠ 粗糙估算。Decisive AI for Carbon. 我們的信念 (Our Philosophy)： 企業碳盤查的價值在於決策，而非窮盡細節。Emission Calculator 專注於 80/20 法則，鎖定範疇 1 (Scope 1) 與範疇 2 (Scope 2) 的主要排放源，以極低的實施摩擦 (Zero-…

   Python 1

6. regional-era5-chunks regional-era5-chunks Public

   When training or inferencing with physical foundation models like tokamind, ingesting massive atmospheric forcing fields (e.g., Global ERA5 NetCDF archives) is a critical first step. However, memor…

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