diff --git a/frontend/package-lock.json b/frontend/package-lock.json
new file mode 100644
index 0000000..2b1baa8
--- /dev/null
+++ b/frontend/package-lock.json
@@ -0,0 +1,1546 @@
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+      "dev": true,
+      "license": "MIT",
+      "bin": {
+        "rollup": "dist/bin/rollup"
+      },
+      "engines": {
+        "node": ">=14.18.0",
+        "npm": ">=8.0.0"
+      },
+      "optionalDependencies": {
+        "fsevents": "~2.3.2"
+      }
+    },
+    "node_modules/semver": {
+      "version": "7.7.1",
+      "resolved": "https://registry.npmmirror.com/semver/-/semver-7.7.1.tgz",
+      "integrity": "sha512-hlq8tAfn0m/61p4BVRcPzIGr6LKiMwo4VM6dGi6pt4qcRkmNzTcWq6eCEjEh+qXjkMDvPlOFFSGwQjoEa6gyMA==",
+      "dev": true,
+      "license": "ISC",
+      "bin": {
+        "semver": "bin/semver.js"
+      },
+      "engines": {
+        "node": ">=10"
+      }
+    },
+    "node_modules/source-map-js": {
+      "version": "1.2.1",
+      "resolved": "https://registry.npmmirror.com/source-map-js/-/source-map-js-1.2.1.tgz",
+      "integrity": "sha512-UXWMKhLOwVKb728IUtQPXxfYU+usdybtUrK/8uGE8CQMvrhOpwvzDBwj0QhSL7MQc7vIsISBG8VQ8+IDQxpfQA==",
+      "license": "BSD-3-Clause",
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/typescript": {
+      "version": "5.7.3",
+      "resolved": "https://registry.npmmirror.com/typescript/-/typescript-5.7.3.tgz",
+      "integrity": "sha512-84MVSjMEHP+FQRPy3pX9sTVV/INIex71s9TL2Gm5FG/WG1SqXeKyZ0k7/blY/4FdOzI12CBy1vGc4og/eus0fw==",
+      "devOptional": true,
+      "license": "Apache-2.0",
+      "bin": {
+        "tsc": "bin/tsc",
+        "tsserver": "bin/tsserver"
+      },
+      "engines": {
+        "node": ">=14.17"
+      }
+    },
+    "node_modules/undici-types": {
+      "version": "6.19.8",
+      "resolved": "https://registry.npmmirror.com/undici-types/-/undici-types-6.19.8.tgz",
+      "integrity": "sha512-ve2KP6f/JnbPBFyobGHuerC9g1FYGn/F8n1LWTwNxCEzd6IfqTwUQcNXgEtmmQ6DlRrC1hrSrBnCZPokRrDHjw==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/vite": {
+      "version": "4.5.9",
+      "resolved": "https://registry.npmmirror.com/vite/-/vite-4.5.9.tgz",
+      "integrity": "sha512-qK9W4xjgD3gXbC0NmdNFFnVFLMWSNiR3swj957yutwzzN16xF/E7nmtAyp1rT9hviDroQANjE4HK3H4WqWdFtw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "esbuild": "^0.18.10",
+        "postcss": "^8.4.27",
+        "rollup": "^3.27.1"
+      },
+      "bin": {
+        "vite": "bin/vite.js"
+      },
+      "engines": {
+        "node": "^14.18.0 || >=16.0.0"
+      },
+      "funding": {
+        "url": "https://github.com/vitejs/vite?sponsor=1"
+      },
+      "optionalDependencies": {
+        "fsevents": "~2.3.2"
+      },
+      "peerDependencies": {
+        "@types/node": ">= 14",
+        "less": "*",
+        "lightningcss": "^1.21.0",
+        "sass": "*",
+        "stylus": "*",
+        "sugarss": "*",
+        "terser": "^5.4.0"
+      },
+      "peerDependenciesMeta": {
+        "@types/node": {
+          "optional": true
+        },
+        "less": {
+          "optional": true
+        },
+        "lightningcss": {
+          "optional": true
+        },
+        "sass": {
+          "optional": true
+        },
+        "stylus": {
+          "optional": true
+        },
+        "sugarss": {
+          "optional": true
+        },
+        "terser": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/vue": {
+      "version": "3.5.13",
+      "resolved": "https://registry.npmmirror.com/vue/-/vue-3.5.13.tgz",
+      "integrity": "sha512-wmeiSMxkZCSc+PM2w2VRsOYAZC8GdipNFRTsLSfodVqI9mbejKeXEGr8SckuLnrQPGe3oJN5c3K0vpoU9q/wCQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@vue/compiler-dom": "3.5.13",
+        "@vue/compiler-sfc": "3.5.13",
+        "@vue/runtime-dom": "3.5.13",
+        "@vue/server-renderer": "3.5.13",
+        "@vue/shared": "3.5.13"
+      },
+      "peerDependencies": {
+        "typescript": "*"
+      },
+      "peerDependenciesMeta": {
+        "typescript": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/vue-demi": {
+      "version": "0.14.10",
+      "resolved": "https://registry.npmmirror.com/vue-demi/-/vue-demi-0.14.10.tgz",
+      "integrity": "sha512-nMZBOwuzabUO0nLgIcc6rycZEebF6eeUfaiQx9+WSk8e29IbLvPU9feI6tqW4kTo3hvoYAJkMh8n8D0fuISphg==",
+      "hasInstallScript": true,
+      "license": "MIT",
+      "bin": {
+        "vue-demi-fix": "bin/vue-demi-fix.js",
+        "vue-demi-switch": "bin/vue-demi-switch.js"
+      },
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/antfu"
+      },
+      "peerDependencies": {
+        "@vue/composition-api": "^1.0.0-rc.1",
+        "vue": "^3.0.0-0 || ^2.6.0"
+      },
+      "peerDependenciesMeta": {
+        "@vue/composition-api": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/vue-router": {
+      "version": "4.5.0",
+      "resolved": "https://registry.npmmirror.com/vue-router/-/vue-router-4.5.0.tgz",
+      "integrity": "sha512-HDuk+PuH5monfNuY+ct49mNmkCRK4xJAV9Ts4z9UFc4rzdDnxQLyCMGGc8pKhZhHTVzfanpNwB/lwqevcBwI4w==",
+      "license": "MIT",
+      "dependencies": {
+        "@vue/devtools-api": "^6.6.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/posva"
+      },
+      "peerDependencies": {
+        "vue": "^3.2.0"
+      }
+    },
+    "node_modules/vue-template-compiler": {
+      "version": "2.7.16",
+      "resolved": "https://registry.npmmirror.com/vue-template-compiler/-/vue-template-compiler-2.7.16.tgz",
+      "integrity": "sha512-AYbUWAJHLGGQM7+cNTELw+KsOG9nl2CnSv467WobS5Cv9uk3wFcnr1Etsz2sEIHEZvw1U+o9mRlEO6QbZvUPGQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "de-indent": "^1.0.2",
+        "he": "^1.2.0"
+      }
+    },
+    "node_modules/vue-tsc": {
+      "version": "1.8.27",
+      "resolved": "https://registry.npmmirror.com/vue-tsc/-/vue-tsc-1.8.27.tgz",
+      "integrity": "sha512-WesKCAZCRAbmmhuGl3+VrdWItEvfoFIPXOvUJkjULi+x+6G/Dy69yO3TBRJDr9eUlmsNAwVmxsNZxvHKzbkKdg==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@volar/typescript": "~1.11.1",
+        "@vue/language-core": "1.8.27",
+        "semver": "^7.5.4"
+      },
+      "bin": {
+        "vue-tsc": "bin/vue-tsc.js"
+      },
+      "peerDependencies": {
+        "typescript": "*"
+      }
+    }
+  }
+}
diff --git a/frontend/package.json b/frontend/package.json
new file mode 100644
index 0000000..5830564
--- /dev/null
+++ b/frontend/package.json
@@ -0,0 +1,25 @@
+{
+  "name": "ml-platform-frontend",
+  "version": "0.1.0",
+  "private": true,
+  "scripts": {
+    "dev": "vite",
+    "build": "vue-tsc && vite build",
+    "preview": "vite preview"
+  },
+  "dependencies": {
+    "axios": "^1.6.2",
+    "dayjs": "^1.11.10",
+    "element-plus": "^2.4.3",
+    "pinia": "^2.1.7",
+    "vue": "^3.3.9",
+    "vue-router": "^4.2.5"
+  },
+  "devDependencies": {
+    "@types/node": "^20.10.3",
+    "@vitejs/plugin-vue": "^4.5.1",
+    "typescript": "^5.3.2",
+    "vite": "^4.5.0",
+    "vue-tsc": "^1.8.24"
+  }
+} 
\ No newline at end of file
diff --git a/frontend/src/App.vue b/frontend/src/App.vue
new file mode 100644
index 0000000..ca6c5d9
--- /dev/null
+++ b/frontend/src/App.vue
@@ -0,0 +1,68 @@
+<template>
+  <el-config-provider :locale="zhCn">
+    <div class="app-container">
+      <!-- 侧边栏 -->
+      <el-menu
+        class="sidebar"
+        :router="true"
+        :default-active="$route.path"
+      >
+        <el-menu-item index="/data">
+          <el-icon><Document /></el-icon>
+          <span>数据管理</span>
+        </el-menu-item>
+        <el-menu-item index="/model">
+          <el-icon><Monitor /></el-icon>
+          <span>模型管理</span>
+        </el-menu-item>
+        <el-menu-item index="/system">
+          <el-icon><Setting /></el-icon>
+          <span>系统监控</span>
+        </el-menu-item>
+      </el-menu>
+
+      <!-- 主内容区 -->
+      <div class="main-content">
+        <router-view />
+      </div>
+    </div>
+  </el-config-provider>
+</template>
+
+<script setup lang="ts">
+import { Document, Monitor, Setting } from '@element-plus/icons-vue'
+import zhCn from 'element-plus/dist/locale/zh-cn.mjs'
+</script>
+
+<style>
+html, body {
+  margin: 0;
+  padding: 0;
+  height: 100%;
+}
+
+#app {
+  font-family: Avenir, Helvetica, Arial, sans-serif;
+  -webkit-font-smoothing: antialiased;
+  -moz-osx-font-smoothing: grayscale;
+  color: #2c3e50;
+  height: 100%;
+}
+
+.app-container {
+  display: flex;
+  height: 100%;
+}
+
+.sidebar {
+  width: 200px;
+  height: 100%;
+  border-right: solid 1px #e6e6e6;
+}
+
+.main-content {
+  flex: 1;
+  padding: 20px;
+  overflow: auto;
+}
+</style> 
\ No newline at end of file
diff --git a/frontend/src/api/data.ts b/frontend/src/api/data.ts
new file mode 100644
index 0000000..795aa8a
--- /dev/null
+++ b/frontend/src/api/data.ts
@@ -0,0 +1,67 @@
+import request from '@/utils/request'
+import type { AxiosResponse } from 'axios'
+import type { 
+  PreprocessMethod,
+  FeatureMethod,
+  ProcessRequest,
+  CSVRequest,
+  DatasetInfo
+} from '@/types/data'
+
+// 获取预处理方法列表
+export const getPreprocessMethods = (): Promise<AxiosResponse<PreprocessMethod[]>> => {
+  return request({
+    url: '/data/preprocessing/methods',
+    method: 'get'
+  })
+}
+
+// 获取预处理方法详情
+export const getPreprocessMethodDetails = (methodName: string): Promise<AxiosResponse> => {
+  return request({
+    url: `/data/preprocessing/method/${methodName}`,
+    method: 'get'
+  })
+}
+
+// 获取特征工程方法列表
+export const getFeatureMethods = (): Promise<AxiosResponse<FeatureMethod[]>> => {
+  return request({
+    url: '/data/feature/methods',
+    method: 'get'
+  })
+}
+
+// 获取特征工程方法详情
+export const getFeatureMethodDetails = (methodName: string): Promise<AxiosResponse> => {
+  return request({
+    url: `/data/feature/method/${methodName}`,
+    method: 'get'
+  })
+}
+
+// 处理数据集
+export const processDataset = (data: ProcessRequest): Promise<AxiosResponse> => {
+  return request({
+    url: '/data/process',
+    method: 'post',
+    data
+  })
+}
+
+// 获取可用数据集列表
+export const getDatasets = (): Promise<AxiosResponse<DatasetInfo[]>> => {
+  return request({
+    url: '/data/datasets',
+    method: 'get'
+  })
+}
+
+// 读取CSV文件
+export const readCSV = (data: CSVRequest): Promise<AxiosResponse> => {
+  return request({
+    url: '/data/csv',
+    method: 'post',
+    data
+  })
+} 
\ No newline at end of file
diff --git a/frontend/src/api/system.ts b/frontend/src/api/system.ts
new file mode 100644
index 0000000..bf049d5
--- /dev/null
+++ b/frontend/src/api/system.ts
@@ -0,0 +1,7 @@
+// 健康检查
+export const checkHealth = (): Promise<AxiosResponse> => {
+  return request({
+    url: '/health',
+    method: 'get'
+  })
+} 
\ No newline at end of file
diff --git a/frontend/src/components/data/DataPreview.vue b/frontend/src/components/data/DataPreview.vue
new file mode 100644
index 0000000..5721ea1
--- /dev/null
+++ b/frontend/src/components/data/DataPreview.vue
@@ -0,0 +1,175 @@
+<template>
+  <el-dialog
+    v-model="dialogVisible"
+    title="数据预览"
+    width="80%"
+  >
+    <el-tabs v-model="activeTab">
+      <!-- 训练集预览 -->
+      <el-tab-pane label="训练集" name="train">
+        <div v-loading="loading.train">
+          <el-descriptions title="数据集信息" :column="3" border>
+            <el-descriptions-item label="行数">
+              {{ dataInfo.train?.info?.rows || '-' }}
+            </el-descriptions-item>
+            <el-descriptions-item label="列数">
+              {{ dataInfo.train?.info?.columns || '-' }}
+            </el-descriptions-item>
+            <el-descriptions-item label="内存占用">
+              {{ dataInfo.train?.info?.memory_usage || '-' }}
+            </el-descriptions-item>
+          </el-descriptions>
+          
+          <div class="mt-4">
+            <h4>数据预览</h4>
+            <el-table
+              :data="dataInfo.train?.head || []"
+              style="width: 100%"
+              max-height="400"
+              border
+            >
+              <el-table-column
+                v-for="col in getColumns(dataInfo.train?.head)"
+                :key="col"
+                :prop="col"
+                :label="col"
+              />
+            </el-table>
+          </div>
+          
+          <div class="mt-4">
+            <h4>数据统计</h4>
+            <el-table
+              :data="getDescribeData(dataInfo.train?.describe)"
+              style="width: 100%"
+              border
+            >
+              <el-table-column prop="metric" label="统计量" width="180" />
+              <el-table-column
+                v-for="col in getDescribeColumns(dataInfo.train?.describe)"
+                :key="col"
+                :prop="col"
+                :label="col"
+              />
+            </el-table>
+          </div>
+        </div>
+      </el-tab-pane>
+      
+      <!-- 验证集预览 -->
+      <el-tab-pane label="验证集" name="val">
+        <!-- 与训练集类似的内容 -->
+      </el-tab-pane>
+      
+      <!-- 测试集预览 -->
+      <el-tab-pane label="测试集" name="test">
+        <!-- 与训练集类似的内容 -->
+      </el-tab-pane>
+    </el-tabs>
+  </el-dialog>
+</template>
+
+<script setup lang="ts">
+import { ref, watch } from 'vue'
+import type { DatasetInfo } from '@/types/data'
+import { readCSV } from '@/api/data'
+
+const props = defineProps<{
+  visible: boolean
+  dataset: DatasetInfo | null
+}>()
+
+const emit = defineEmits<{
+  (e: 'update:visible', value: boolean): void
+}>()
+
+const dialogVisible = ref(false)
+const activeTab = ref('train')
+const loading = ref({
+  train: false,
+  val: false,
+  test: false
+})
+
+const dataInfo = ref({
+  train: null,
+  val: null,
+  test: null
+})
+
+// 监听对话框显示状态
+watch(() => props.visible, (val) => {
+  dialogVisible.value = val
+  if (val && props.dataset) {
+    loadData('train')
+  }
+})
+
+// 监听对话框关闭
+watch(dialogVisible, (val) => {
+  emit('update:visible', val)
+})
+
+// 监听标签页切换
+watch(activeTab, (val) => {
+  if (!dataInfo.value[val]) {
+    loadData(val)
+  }
+})
+
+// 加载数据
+const loadData = async (type: 'train' | 'val' | 'test') => {
+  if (!props.dataset) return
+  
+  const filePath = props.dataset.output_files[type]
+  if (!filePath) return
+  
+  loading.value[type] = true
+  try {
+    const { data } = await readCSV({
+      data_path: filePath,
+      head: 10,
+      tail: 5,
+      info: true,
+      describe: true
+    })
+    dataInfo.value[type] = data.data
+  } catch (error) {
+    console.error(error)
+  } finally {
+    loading.value[type] = false
+  }
+}
+
+// 获取表格列
+const getColumns = (data: any[] = []) => {
+  return data.length > 0 ? Object.keys(data[0]) : []
+}
+
+// 获取统计数据列
+const getDescribeColumns = (describe: any = {}) => {
+  return Object.keys(describe)
+}
+
+// 转换统计数据为表格格式
+const getDescribeData = (describe: any = {}) => {
+  if (!describe) return []
+  
+  const metrics = ['count', 'mean', 'std', 'min', '25%', '50%', '75%', 'max']
+  return metrics.map(metric => ({
+    metric,
+    ...Object.fromEntries(
+      Object.entries(describe).map(([col, stats]: [string, any]) => [
+        col,
+        typeof stats === 'object' ? stats[metric] : null
+      ])
+    )
+  }))
+}
+</script>
+
+<style scoped>
+.mt-4 {
+  margin-top: 1rem;
+}
+</style> 
\ No newline at end of file
diff --git a/frontend/src/components/data/DatasetList.vue b/frontend/src/components/data/DatasetList.vue
new file mode 100644
index 0000000..a06c34a
--- /dev/null
+++ b/frontend/src/components/data/DatasetList.vue
@@ -0,0 +1,192 @@
+<template>
+  <div class="dataset-list">
+    <el-table :data="datasets" style="width: 100%">
+      <el-table-column prop="input_file" label="数据集" width="200">
+        <template #default="{ row }">
+          {{ getFileName(row.input_file) }}
+        </template>
+      </el-table-column>
+      
+      <el-table-column prop="timestamp" label="处理时间" width="180">
+        <template #default="{ row }">
+          {{ formatTime(row.timestamp) }}
+        </template>
+      </el-table-column>
+      
+      <el-table-column label="数据处理">
+        <template #default="{ row }">
+          <el-tag 
+            v-for="method in row.process_methods" 
+            :key="method.method_name"
+            class="mx-1"
+          >
+            {{ method.method_name }}
+          </el-tag>
+        </template>
+      </el-table-column>
+      
+      <el-table-column label="特征工程">
+        <template #default="{ row }">
+          <el-tag 
+            v-for="method in row.feature_methods" 
+            :key="method.method_name"
+            type="success"
+            class="mx-1"
+          >
+            {{ method.method_name }}
+          </el-tag>
+        </template>
+      </el-table-column>
+      
+      <el-table-column label="数据划分">
+        <template #default="{ row }">
+          <el-tooltip effect="dark" placement="top">
+            <template #content>
+              <div>训练集: {{ (1 - row.split_params.test_size - row.split_params.val_size) * 100 }}%</div>
+              <div>验证集: {{ row.split_params.val_size * 100 }}%</div>
+              <div>测试集: {{ row.split_params.test_size * 100 }}%</div>
+            </template>
+            <el-progress :percentage="100" :format="() => '查看详情'" />
+          </el-tooltip>
+        </template>
+      </el-table-column>
+      
+      <el-table-column label="操作" width="200">
+        <template #default="{ row }">
+          <el-button 
+            type="primary" 
+            link
+            @click="handlePreview(row)"
+          >
+            预览
+          </el-button>
+          <el-button 
+            type="success" 
+            link
+            @click="handleDownload(row)"
+          >
+            下载
+          </el-button>
+          <el-button 
+            type="info" 
+            link
+            @click="handleDetails(row)"
+          >
+            详情
+          </el-button>
+        </template>
+      </el-table-column>
+    </el-table>
+    
+    <!-- 预览对话框 -->
+    <DataPreview
+      v-model:visible="previewVisible"
+      :dataset="selectedDataset"
+    />
+    
+    <!-- 详情对话框 -->
+    <el-dialog
+      v-model="detailsVisible"
+      title="数据处理详情"
+      width="60%"
+    >
+      <el-timeline>
+        <el-timeline-item
+          v-for="step in selectedDataset?.steps"
+          :key="step.step"
+          :type="getStepType(step.step)"
+        >
+          <h4>{{ getStepTitle(step) }}</h4>
+          <p>数据形状: {{ step.shape[0] }} × {{ step.shape[1] }}</p>
+          <template v-if="step.method">
+            <p>处理方法: {{ step.method }}</p>
+            <p>参数配置:</p>
+            <el-descriptions :column="1" border>
+              <el-descriptions-item 
+                v-for="(value, key) in step.params"
+                :key="key"
+                :label="key"
+              >
+                {{ value }}
+              </el-descriptions-item>
+            </el-descriptions>
+          </template>
+        </el-timeline-item>
+      </el-timeline>
+    </el-dialog>
+  </div>
+</template>
+
+<script setup lang="ts">
+import { ref } from 'vue'
+import type { DatasetInfo } from '@/types/data'
+import DataPreview from './DataPreview.vue'
+import { ElMessage } from 'element-plus'
+import dayjs from 'dayjs'
+
+const props = defineProps<{
+  datasets: DatasetInfo[]
+}>()
+
+const previewVisible = ref(false)
+const detailsVisible = ref(false)
+const selectedDataset = ref<DatasetInfo | null>(null)
+
+// 获取文件名
+const getFileName = (path: string) => {
+  return path.split('/').pop() || path
+}
+
+// 格式化时间
+const formatTime = (timestamp: string) => {
+  return dayjs(timestamp).format('YYYY-MM-DD HH:mm:ss')
+}
+
+// 获取步骤类型
+const getStepType = (step: string) => {
+  const typeMap: Record<string, string> = {
+    'load_data': 'primary',
+    'cleaning': 'success',
+    'feature_engineering': 'warning'
+  }
+  return typeMap[step] || 'info'
+}
+
+// 获取步骤标题
+const getStepTitle = (step: DatasetInfo['steps'][0]) => {
+  const titleMap: Record<string, string> = {
+    'load_data': '数据加载',
+    'cleaning': '数据清洗',
+    'feature_engineering': '特征工程'
+  }
+  return titleMap[step.step] || step.step
+}
+
+// 处理预览
+const handlePreview = (dataset: DatasetInfo) => {
+  selectedDataset.value = dataset
+  previewVisible.value = true
+}
+
+// 处理下载
+const handleDownload = (dataset: DatasetInfo) => {
+  // 实现文件下载逻辑
+  ElMessage.success('开始下载数据集')
+}
+
+// 处理详情查看
+const handleDetails = (dataset: DatasetInfo) => {
+  selectedDataset.value = dataset
+  detailsVisible.value = true
+}
+</script>
+
+<style scoped>
+.dataset-list {
+  padding: 20px;
+}
+
+.el-tag {
+  margin-right: 5px;
+}
+</style> 
\ No newline at end of file
diff --git a/frontend/src/main.ts b/frontend/src/main.ts
new file mode 100644
index 0000000..34d4348
--- /dev/null
+++ b/frontend/src/main.ts
@@ -0,0 +1,14 @@
+import { createApp } from 'vue'
+import { createPinia } from 'pinia'
+import ElementPlus from 'element-plus'
+import 'element-plus/dist/index.css'
+import App from './App.vue'
+import router from './router'
+
+const app = createApp(App)
+
+app.use(createPinia())
+app.use(router)
+app.use(ElementPlus)
+
+app.mount('#app') 
\ No newline at end of file
diff --git a/frontend/src/router/index.ts b/frontend/src/router/index.ts
new file mode 100644
index 0000000..0494112
--- /dev/null
+++ b/frontend/src/router/index.ts
@@ -0,0 +1,37 @@
+import { createRouter, createWebHistory } from 'vue-router'
+
+const router = createRouter({
+  history: createWebHistory(),
+  routes: [
+    {
+      path: '/',
+      redirect: '/data'
+    },
+    {
+      path: '/data',
+      name: 'Data',
+      component: () => import('@/views/data/DatasetView.vue'),
+      meta: {
+        title: '数据管理'
+      }
+    },
+    {
+      path: '/model',
+      name: 'Model',
+      component: () => import('@/views/model/ModelView.vue'),
+      meta: {
+        title: '模型管理'
+      }
+    },
+    {
+      path: '/system',
+      name: 'System',
+      component: () => import('@/views/system/SystemView.vue'),
+      meta: {
+        title: '系统监控'
+      }
+    }
+  ]
+})
+
+export default router 
\ No newline at end of file
diff --git a/frontend/src/types/data.ts b/frontend/src/types/data.ts
new file mode 100644
index 0000000..c8e442f
--- /dev/null
+++ b/frontend/src/types/data.ts
@@ -0,0 +1,89 @@
+// 预处理方法
+export interface PreprocessMethod {
+  name: string
+  description: string
+  method: string[]
+}
+
+// 特征工程方法
+export interface FeatureMethod {
+  name: string
+  description: string
+  method: string[]
+}
+
+// 方法参数
+export interface MethodParameter {
+  name: string
+  type: string
+  default: any
+  description: string
+}
+
+// 方法详情
+export interface MethodDetail {
+  name: string
+  description: string
+  principle: string
+  advantages: string[]
+  disadvantages: string[]
+  applicable_scenarios: string[]
+  parameters: MethodParameter[]
+}
+
+// 数据处理请求
+export interface ProcessRequest {
+  input_path: string
+  output_dir: string
+  preprocessing: {
+    method: string
+    params: Record<string, any>
+  }[]
+  feature_methods: {
+    method: string
+    params: Record<string, any>
+  }[]
+  split_params: {
+    train: number
+    val: number
+    test: number
+  }
+}
+
+// CSV读取请求
+export interface CSVRequest {
+  data_path: string
+  head?: number
+  tail?: number
+  info?: boolean
+  describe?: boolean
+}
+
+// 数据集信息
+export interface DatasetInfo {
+  input_file: string
+  timestamp: string
+  process_methods: {
+    method_name: string
+    params: Record<string, any>
+  }[]
+  feature_methods: {
+    method_name: string
+    params: Record<string, any>
+  }[]
+  split_params: {
+    test_size: number
+    val_size: number
+  }
+  steps: {
+    step: string
+    method?: string
+    params?: Record<string, any>
+    shape: [number, number]
+  }[]
+  output_files: {
+    train: string
+    validation: string
+    test: string
+  }
+} 
\ No newline at end of file
diff --git a/frontend/src/utils/request.ts b/frontend/src/utils/request.ts
new file mode 100644
index 0000000..ea68820
--- /dev/null
+++ b/frontend/src/utils/request.ts
@@ -0,0 +1,67 @@
+import axios from 'axios'
+import type { AxiosInstance, AxiosRequestConfig, AxiosResponse } from 'axios'
+import { ElMessage } from 'element-plus'
+
+// 创建axios实例
+const service: AxiosInstance = axios.create({
+  baseURL: '/',
+  timeout: 50000
+})
+
+// 请求拦截器
+service.interceptors.request.use(
+  (config: AxiosRequestConfig) => {
+    // 在这里可以添加token等认证信息
+    return config
+  },
+  (error) => {
+    console.error('Request error:', error)
+    return Promise.reject(error)
+  }
+)
+
+// 响应拦截器
+service.interceptors.response.use(
+  (response: AxiosResponse) => {
+    const { status, data } = response
+    
+    if (status === 200) {
+      if (data.status === 'success') {
+        return data
+      } else {
+        ElMessage.error(data.message || '请求失败')
+        return Promise.reject(new Error(data.message || '请求失败'))
+      }
+    } else {
+      ElMessage.error('请求失败')
+      return Promise.reject(new Error('请求失败'))
+    }
+  },
+  (error) => {
+    // 添加详细的错误处理
+    if (error.response) {
+      const { status, data } = error.response
+      switch (status) {
+        case 422:
+          ElMessage.error('请求参数验证失败: ' + (data.details?.[0]?.msg || '未知错误'))
+          break
+        case 404:
+          ElMessage.error('请求的资源不存在')
+          break
+        case 500:
+          ElMessage.error('服务器内部错误: ' + (data.details || data.message || '未知错误'))
+          break
+        default:
+          ElMessage.error(error.message || '请求失败')
+      }
+    } else if (error.request) {
+      ElMessage.error('无法连接到服务器')
+    } else {
+      ElMessage.error('请求配置错误')
+    }
+    console.error('Response error:', error)
+    return Promise.reject(error)
+  }
+)
+
+export default service 
\ No newline at end of file
diff --git a/frontend/src/views/data/DatasetView.vue b/frontend/src/views/data/DatasetView.vue
new file mode 100644
index 0000000..fd5e985
--- /dev/null
+++ b/frontend/src/views/data/DatasetView.vue
@@ -0,0 +1,30 @@
+<template>
+  <div class="dataset-view">
+    <h2>数据集管理</h2>
+    <DatasetList :datasets="datasets" />
+  </div>
+</template>
+
+<script setup lang="ts">
+import { ref, onMounted } from 'vue'
+import { getDatasets } from '@/api/data'
+import DatasetList from '@/components/data/DatasetList.vue'
+import type { DatasetInfo } from '@/types/data'
+
+const datasets = ref<DatasetInfo[]>([])
+
+onMounted(async () => {
+  try {
+    const { data } = await getDatasets()
+    datasets.value = data.datasets
+  } catch (error) {
+    console.error('Failed to load datasets:', error)
+  }
+})
+</script>
+
+<style scoped>
+.dataset-view {
+  min-height: 100%;
+}
+</style> 
\ No newline at end of file
diff --git a/frontend/tsconfig.json b/frontend/tsconfig.json
new file mode 100644
index 0000000..6ed02ab
--- /dev/null
+++ b/frontend/tsconfig.json
@@ -0,0 +1,31 @@
+{
+  "compilerOptions": {
+    "target": "ES2020",
+    "useDefineForClassFields": true,
+    "module": "ESNext",
+    "lib": ["ES2020", "DOM", "DOM.Iterable"],
+    "skipLibCheck": true,
+
+    /* Bundler mode */
+    "moduleResolution": "bundler",
+    "allowImportingTsExtensions": true,
+    "resolveJsonModule": true,
+    "isolatedModules": true,
+    "noEmit": true,
+    "jsx": "preserve",
+
+    /* Linting */
+    "strict": true,
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "noFallthroughCasesInSwitch": true,
+
+    /* Path Alias */
+    "baseUrl": ".",
+    "paths": {
+      "@/*": ["src/*"]
+    }
+  },
+  "include": ["src/**/*.ts", "src/**/*.d.ts", "src/**/*.tsx", "src/**/*.vue"],
+  "references": [{ "path": "./tsconfig.node.json" }]
+} 
\ No newline at end of file
diff --git a/frontend/tsconfig.node.json b/frontend/tsconfig.node.json
new file mode 100644
index 0000000..862dfb2
--- /dev/null
+++ b/frontend/tsconfig.node.json
@@ -0,0 +1,10 @@
+{
+  "compilerOptions": {
+    "composite": true,
+    "skipLibCheck": true,
+    "module": "ESNext",
+    "moduleResolution": "bundler",
+    "allowSyntheticDefaultImports": true
+  },
+  "include": ["vite.config.ts"]
+} 
\ No newline at end of file
diff --git a/frontend/vite.config.ts b/frontend/vite.config.ts
new file mode 100644
index 0000000..9f3963f
--- /dev/null
+++ b/frontend/vite.config.ts
@@ -0,0 +1,34 @@
+import { defineConfig } from 'vite'
+import vue from '@vitejs/plugin-vue'
+import { resolve } from 'path'
+
+export default defineConfig({
+  plugins: [vue()],
+  resolve: {
+    alias: {
+      '@': resolve(__dirname, 'src')
+    }
+  },
+  server: {
+    host: true,
+    port: 5003,
+    proxy: {
+      '/data': {
+        target: 'http://10.0.0.202:8992',
+        changeOrigin: true
+      },
+      '/model': {
+        target: 'http://10.0.0.202:8992',
+        changeOrigin: true
+      },
+      '/system': {
+        target: 'http://10.0.0.202:8992',
+        changeOrigin: true
+      },
+      '/health': {
+        target: 'http://10.0.0.202:8992',
+        changeOrigin: true
+      }
+    }
+  }
+}) 
\ No newline at end of file