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\ No newline at end of file

README.md

@@ -67,15 +67,14 @@ Tips：以上dtk驱动、torch等工具版本需要严格一一对应。
 pip install -r requirements.txt -i http://mirrors.aliyun.com/pypi/simple/ --trusted-host mirrors.aliyun.com
 ```
 
-
-
-# 下载
+# 数据集
 ## 安装git-lfs 
 ```
 sudo apt-get update
 sudo apt-get install git-lfs
 ```
 
+数据集[Geneformer](http://113.200.138.88:18080/aimodels/ctheodoris/Geneformer.git)下载
 
 ## 数据集下载
 ```
@@ -85,9 +84,15 @@ cd /path/to
 git lfs  clone  http://113.200.138.88:18080/aimodels/ctheodoris/Geneformer.git
 ```
 
+
+
+
+
+# 模型训练
+
 ## geneformer模型下载
 
-模型下载以及安装geneformer
+模型[Geneformer](http://113.200.138.88:18080/aimodels/ctheodoris/Geneformer.git)下载以及安装geneformer
  
 ```
 cd /path/to
@@ -96,17 +101,16 @@ cd Geneformer
 pip install -e . 
 ```
 
-
-
-# 模型训练
-
-单卡运行 gene classification
+## 单卡运行 gene classification
 ```
 cd geneformer/
 python  train_cell.py
+
 ```
 详情可以参考 Geneformer/examples/cell_classification.ipynb
 
+## result 
+![Alt text](./media/image5.png)
 
 
 
@@ -114,18 +118,26 @@ python  train_cell.py
 暂无
 
 
+# 应用场景
+
+## 算法类别
+ai for science
+
+# 行业
+科研
+
+# 热点应用行业
+
+科研  基因预测  医疗
+
 # 源码仓库及问题反馈
 
-```
 http://developer.sourcefind.cn/codes/modelzoo/geneformer.git
-```
-
 
 # 参考资料
 
-```
 https://hf-mirror.com/ctheodoris/Geneformer  
-```
+
 
 
 

model.properties

+# 模型唯一标识
+modelCode=1020
+# 模型名称
+modelName=Geneformer_pytorch
+# 模型描述
+modelDescription=基于pytorch的geneformer
+# 应用场景
+appScenario=医疗,教育,科研
+# 框架类型
+frameType=Pytorch
\ No newline at end of file