add license

LICENSE

+MIT License
+
+Copyright (c) 2020 Ma Lab at CMU
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

README.md

@@ -82,7 +82,7 @@ mkdir -p /work/magroup/ruochiz/Higashi/Temp/ramani
 
 wget -P  /work/magroup/ruochiz/Higashi/ https://mirror.ghproxy.com/https://raw.githubusercontent.com/hanfang/Topsorter/refs/heads/master/data/hg19.chrom.sizes.txt
 wget -P  /work/magroup/ruochiz/Higashi/   https://hgdownload.cse.ucsc.edu/goldenpath/hg19/database/cytoBand.txt.gz
-wget https://drive.google.com/drive/folders/1S0KOMAj60MxQP6mgPV1OKjn_J-lVpzKM?usp=sharing
+wget -p /work/magroup/ruochiz/Data/scHiC_collection/ramani https://drive.google.com/drive/folders/1S0KOMAj60MxQP6mgPV1OKjn_J-lVpzKM?usp=sharing
 
 ```
 
@@ -90,23 +90,19 @@ wget https://drive.google.com/drive/folders/1S0KOMAj60MxQP6mgPV1OKjn_J-lVpzKM?us
 
 ##  结合测试数据和Higashi模型生成具备超图分析与接触图嵌入能力的demo
 
-
 ```
 python train.py 
-
 ```
 
 # 精度
 
 bce:  0.5046, mse:  0.7233,  acc: 86.692 %, pearson: 0.590, spearman: 0.514, elapse: 27.894 s 
 
-
-
 # 应用场景
-
-生物
-
-
+## 算法类别
+ai for science
+# 行业
+科研
 
 # 热点应用行业
 
@@ -116,7 +112,7 @@ bce:  0.5046, mse:  0.7233,  acc: 86.692 %, pearson: 0.590, spearman: 0.514, ela
 # 源码仓库及问题反馈
 
 ```
-
+http://developer.sourcefind.cn/codes/modelzoo/higashi.git
 ```
 
 

model.properties

+# 模型唯一标识
+modelCode=1041
+# 模型名称
+modelName=Higashi_pytorch
+# 模型描述
+modelDescription=基于pytorch的higashi
+# 应用场景
+appScenario=医疗,教育,科研
+# 框架类型
+frameType=Pytorch