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完成了数据科学系统，进一步完善了功能

Huan 5 anni fa
parent
8d233d332c
commit
2e4a00c04c
9 ha cambiato i file con 670 aggiunte e 2649 eliminazioni
Visualizzazione unificata Mostra Diff Stats
  1. 0 1060
      $Draw.html
  2. 0 629
      $Pic.html
  3. 0 5
      $Show_Des_Sheet.html
  4. 0 433
      $Show_Sheet.html
  5. 378 306
      Data_Science/Learn.py
  6. 253 140
      Data_Science/Me_learn.py
  7. 2 0
      Data_Science/__init__.py
  8. 37 41
      Hello.py
  9. 0 35
      Test2.py

+ 0 - 1060
$Draw.html
Vedi File 

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-                margin: 20px;
 
-                border-radius: 5px;
 
-                font-size: 12px;
 
-                border: none;
 
-                border-collapse: collapse;
 
-                max-width: 100%;
 
-                white-space: nowrap;
 
-                word-break: keep-all;
 
-            }
 
-
 
-            .fl-table th {
 
-                text-align: left;
 
-                font-size: 20px;
 
-            }
 
-
 
-            .fl-table tr {
 
-                display: table-row;
 
-                vertical-align: inherit;
 
-                border-color: inherit;
 
-            }
 
-
 
-            .fl-table tr:hover td {
 
-                background: #00d1b2;
 
-                color: #F8F8F8;
 
-            }
 
-
 
-            .fl-table td, .fl-table th {
 
-                border-style: none;
 
-                border-top: 1px solid #dbdbdb;
 
-                border-left: 1px solid #dbdbdb;
 
-                border-bottom: 3px solid #dbdbdb;
 
-                border-right: 1px solid #dbdbdb;
 
-                padding: .5em .55em;
 
-                font-size: 15px;
 
-            }
 
-
 
-            .fl-table td {
 
-                border-style: none;
 
-                font-size: 15px;
 
-                vertical-align: center;
 
-                border-bottom: 1px solid #dbdbdb;
 
-                border-left: 1px solid #dbdbdb;
 
-                border-right: 1px solid #dbdbdb;
 
-                height: 30px;
 
-            }
 
-
 
-            .fl-table tr:nth-child(even) {
 
-                background: #F8F8F8;
 
-            }
 
-        </style>
 
-        <div id="88fed6788ece44b0a7e06ff69286761e" class="chart-container" style="">
 
-            <p class="title" style="font-size: 18px; font-weight:bold;" > 表格:Sheet[0]</p>
 
-            <p class="subtitle" style="font-size: 12px;" > CoTan~机器学习:查看表格</p>
 
-            <table class="fl-table">
 
-    <tr>
 
-        <th>Sheet[0]</th>
 
-        <th>2</th>
 
-        <th>3</th>
 
-        <th>4</th>
 
-    </tr>
 
-    <tr>
 
-        <td>广东</td>
 
-        <td>12</td>
 
-        <td>北京</td>
 
-        <td>[##H]4</td>
 
-    </tr>
 
-    <tr>
 
-        <td>湖北</td>
 
-        <td>8</td>
 
-        <td>北京</td>
 
-        <td>[##H]19</td>
 
-    </tr>
 
-    <tr>
 
-        <td>上海</td>
 
-        <td>6</td>
 
-        <td>北京</td>
 
-        <td>[##S]19</td>
 
-    </tr>
 
-    <tr>
 
-        <td>北京</td>
 
-        <td>7</td>
 
-        <td>新疆</td>
 
-        <td>[##S]20</td>
 
-    </tr>
 
-</table>
 
-        </div>
 
-
 
-                        <style>
 
-            .fl-table {
 
-                margin: 20px;
 
-                border-radius: 5px;
 
-                font-size: 12px;
 
-                border: none;
 
-                border-collapse: collapse;
 
-                max-width: 100%;
 
-                white-space: nowrap;
 
-                word-break: keep-all;
 
-            }
 
-
 
-            .fl-table th {
 
-                text-align: left;
 
-                font-size: 20px;
 
-            }
 
-
 
-            .fl-table tr {
 
-                display: table-row;
 
-                vertical-align: inherit;
 
-                border-color: inherit;
 
-            }
 
-
 
-            .fl-table tr:hover td {
 
-                background: #00d1b2;
 
-                color: #F8F8F8;
 
-            }
 
-
 
-            .fl-table td, .fl-table th {
 
-                border-style: none;
 
-                border-top: 1px solid #dbdbdb;
 
-                border-left: 1px solid #dbdbdb;
 
-                border-bottom: 3px solid #dbdbdb;
 
-                border-right: 1px solid #dbdbdb;
 
-                padding: .5em .55em;
 
-                font-size: 15px;
 
-            }
 
-
 
-            .fl-table td {
 
-                border-style: none;
 
-                font-size: 15px;
 
-                vertical-align: center;
 
-                border-bottom: 1px solid #dbdbdb;
 
-                border-left: 1px solid #dbdbdb;
 
-                border-right: 1px solid #dbdbdb;
 
-                height: 30px;
 
-            }
 
-
 
-            .fl-table tr:nth-child(even) {
 
-                background: #F8F8F8;
 
-            }
 
-        </style>
 
-        <div id="88fed6788ece44b0a7e06ff69286761e" class="chart-container" style="">
 
-            <p class="title" style="font-size: 18px; font-weight:bold;" > 表格:Sheet[0]</p>
 
-            <p class="subtitle" style="font-size: 12px;" > CoTan~机器学习:查看表格</p>
 
-            <table class="fl-table">
 
-    <tr>
 
-        <th>Sheet[0]</th>
 
-        <th>2</th>
 
-        <th>3</th>
 
-        <th>4</th>
 
-    </tr>
 
-    <tr>
 
-        <td>广东</td>
 
-        <td>12</td>
 
-        <td>北京</td>
 
-        <td>[##H]4</td>
 
-    </tr>
 
-    <tr>
 
-        <td>湖北</td>
 
-        <td>8</td>
 
-        <td>北京</td>
 
-        <td>[##H]19</td>
 
-    </tr>
 
-    <tr>
 
-        <td>上海</td>
 
-        <td>6</td>
 
-        <td>北京</td>
 
-        <td>[##S]19</td>
 
-    </tr>
 
-    <tr>
 
-        <td>北京</td>
 
-        <td>7</td>
 
-        <td>新疆</td>
 
-        <td>[##S]20</td>
 
-    </tr>
 
-</table>
 
-        </div>
 
-
 
-    </div>
 
-
 
-    <script>
 
-    </script>
 
-    <script>
 
-        (function() {
 
-            containers = document.getElementsByClassName("chart-container");
 
-            if(containers.length > 0) {
 
-                containers[0].style.display = "block";
 
-            }
 
-        })()
 
-
 
-        function showChart(evt, chartID) {
 
-            let containers = document.getElementsByClassName("chart-container");
 
-            for (let i = 0; i < containers.length; i++) {
 
-                containers[i].style.display = "none";
 
-            }
 
-
 
-            let tablinks = document.getElementsByClassName("tablinks");
 
-            for (let i = 0; i < tablinks.length; i++) {
 
-                tablinks[i].className = "tablinks";
 
-            }
 
-
 
-            document.getElementById(chartID).style.display = "block";
 
-            evt.currentTarget.className += " active";
 
-        }
 
-    </script>
 
-</body>
 
-</html>

File diff suppressed because it is too large
+ 378 - 306
Data_Science/Learn.py


+ 253 - 140
Me_learn.py → Data_Science/Me_learn.py
Vedi File 

@@ -1,7 +1,7 @@
 
 import tkinter
 
 import tkinter
 
 from tkinter.filedialog import askopenfilename, asksaveasfilename
 
 from tkinter.filedialog import askopenfilename, asksaveasfilename
 
 import tkinter.messagebox
 
 import tkinter.messagebox
 
-import Learn
 
+from Data_Science import Learn
 
 import webbrowser
 
 import webbrowser
 
 import os
 
 import os
 
 from tkinter.scrolledtext import ScrolledText
 
 from tkinter.scrolledtext import ScrolledText
 
@@ -86,7 +86,7 @@ max_Visual_mapping #映射的最大值
 
 def Machine_learning():
 
 def Machine_learning():
 
     global top, ML, Form_List, PATH, bg, ft1, Stored_List, Clean_List, R_Dic, Over_Up, Over_Down,Learn_Dic
 
     global top, ML, Form_List, PATH, bg, ft1, Stored_List, Clean_List, R_Dic, Over_Up, Over_Down,Learn_Dic
 
     R_Dic = {}  # 保存了画图的List
 
     R_Dic = {}  # 保存了画图的List
 
-    Learn_Dic = {} #保存机器学习
 
+    Learn_Dic = {} #保存数据处理
 
     PATH = os.getcwd()
 
     PATH = os.getcwd()
 
     Form_List = []
 
     Form_List = []
 
     ML = Learn.Machine_Learner()
 
     ML = Learn.Machine_Learner()
 
@@ -97,7 +97,7 @@ def Machine_learning():
 
     top["bg"] = bg
 
     top["bg"] = bg
 
     FONT = ('黑体', 11)  # 设置字体
 
     FONT = ('黑体', 11)  # 设置字体
 
     ft1 = ('黑体', 13)
 
     ft1 = ('黑体', 13)
 
-    top.title('CoTan机器学习')
 
+    top.title('CoTan数据处理')
 
     top.resizable(width=False, height=False)
 
     top.resizable(width=False, height=False)
 
     top.geometry('+10+10')  # 设置所在位置
 
     top.geometry('+10+10')  # 设置所在位置
 
     width_B = 13  # 标准宽度
 
     width_B = 13  # 标准宽度
 
@@ -116,18 +116,24 @@ def Machine_learning():
 
     tkinter.Button(top, bg=bbg, fg=fg, text='导入Py', command=Add_Python, font=FONT, width=width_B,
 
     tkinter.Button(top, bg=bbg, fg=fg, text='导入Py', command=Add_Python, font=FONT, width=width_B,
 
                    height=height_B).grid(column=a_x + 1, row=a_y,
 
                    height=height_B).grid(column=a_x + 1, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='导入HTML', command=Add_Html, font=FONT, width=width_B,
 
-                   height=height_B).grid(column=a_x + 2, row=a_y,
 
-                                         sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='导出CSV', command=to_CSV,font=FONT, width=width_B,
 
+                   height=height_B).grid(column=a_x + 2, row=a_y,sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
 
 
+    global name_Input
 
     a_y += 1
 
     a_y += 1
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='删除表格', font=FONT, width=width_B,
 
+    tkinter.Label(top, text='表格名称:', bg=bg, fg=fg, font=FONT, width=width_B, height=height_B).grid(column=a_x,
 
+                                                                                                   row=a_y)  # 设置说明
 
+    name_Input = tkinter.Entry(top, width=width_B)
 
+    name_Input.grid(column=a_x + 1, row=a_y,columnspan=2, sticky=tkinter.E + tkinter.W)
 
+
 
+    a_y += 1
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='删除表格',command=Del_Sheet, font=FONT, width=width_B,
 
                    height=height_B).grid(column=a_x, row=a_y,
 
                    height=height_B).grid(column=a_x, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
     tkinter.Button(top, bg=bbg, fg=fg, text='查看表格', command=Show, font=FONT, width=width_B,
 
     tkinter.Button(top, bg=bbg, fg=fg, text='查看表格', command=Show, font=FONT, width=width_B,
 
                    height=height_B).grid(column=a_x + 1, row=a_y,
 
                    height=height_B).grid(column=a_x + 1, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='清空表格', font=FONT, width=width_B,
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='查看单一表格', command=Show_One,font=FONT, width=width_B,
 
                    height=height_B).grid(column=a_x + 2, row=a_y,
 
                    height=height_B).grid(column=a_x + 2, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
 
 
@@ -150,7 +156,6 @@ def Machine_learning():
 
     buttom = tkinter.Checkbutton(top, bg=bg, fg=fg, activebackground=bg, activeforeground=fg, selectcolor=bg,
 
     buttom = tkinter.Checkbutton(top, bg=bg, fg=fg, activebackground=bg, activeforeground=fg, selectcolor=bg,
 
                                  text='字符串类型',
 
                                  text='字符串类型',
 
                                  variable=str_must)
 
                                  variable=str_must)
 
-    buttom.select()
 
     buttom.grid(column=a_x + 2, row=a_y, sticky=tkinter.W)
 
     buttom.grid(column=a_x + 2, row=a_y, sticky=tkinter.W)
 
 
 
     a_y += 1
 
     a_y += 1
 
@@ -195,11 +200,11 @@ def Machine_learning():
 
     # 其中数字1-6是第一行，1-c是第二行，第二行在第一行下面，row变大向下移动（Row是横向行而不是横向移动） to 搞不清楚横行竖列的人
 
     # 其中数字1-6是第一行，1-c是第二行，第二行在第一行下面，row变大向下移动（Row是横向行而不是横向移动） to 搞不清楚横行竖列的人
 
 
 
     a_y += 1
 
     a_y += 1
 
-    Index_BOX = tkinter.Listbox(top, width=width_B * 3, height=height_B * 3)  # 显示符号
 
-    Index_BOX.grid(column=a_x, row=a_y, columnspan=3, rowspan=3, sticky=tkinter.E + tkinter.W + tkinter.S + tkinter.N)
 
+    Index_BOX = tkinter.Listbox(top, width=width_B * 3, height=height_B * 10)  # 显示符号
 
+    Index_BOX.grid(column=a_x, row=a_y, columnspan=3, rowspan=10, sticky=tkinter.E + tkinter.W + tkinter.S + tkinter.N)
 
 
 
     global Des_Bool
 
     global Des_Bool
 
-    a_y += 3
 
+    a_y += 10
 
     tkinter.Button(top, bg=bbg, fg=fg, text='查看数据分析', command=Show_Des, font=FONT, width=width_B,
 
     tkinter.Button(top, bg=bbg, fg=fg, text='查看数据分析', command=Show_Des, font=FONT, width=width_B,
 
                    height=height_B).grid(column=a_x, row=a_y,
 
                    height=height_B).grid(column=a_x, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
@@ -210,58 +215,6 @@ def Machine_learning():
 
     tkinter.Checkbutton(top, bg=bg, fg=fg, activebackground=bg, activeforeground=fg, selectcolor=bg, text='生成统计表格',
 
     tkinter.Checkbutton(top, bg=bg, fg=fg, activebackground=bg, activeforeground=fg, selectcolor=bg, text='生成统计表格',
 
                         variable=Des_Bool).grid(column=a_x + 2, row=a_y, sticky=tkinter.W)
 
                         variable=Des_Bool).grid(column=a_x + 2, row=a_y, sticky=tkinter.W)
 
 
 
-    a_y += 1
 
-    tkinter.Label(top, text='【排序操作】', bg=bg, fg=fg, font=FONT, width=width_B * 3, height=height_B).grid(column=a_x,
 
-                                                                                                        columnspan=3,
 
-                                                                                                        row=a_y)  # 设置说明
 
-
 
-    a_y += 1
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='表格转置', command=T, font=FONT, width=width_B,
 
-                   height=height_B).grid(column=a_x, row=a_y,
 
-                                         sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='按行名排序', command=Stored_Row, font=FONT, width=width_B,
 
-                   height=height_B).grid(column=a_x + 1, row=a_y,
 
-                                         sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='按列名排序', command=Stored_Column, font=FONT, width=width_B,
 
-                   height=height_B).grid(column=a_x + 2, row=a_y,
 
-                                         sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-
 
-    global Sort_By, Ascending_Type, Ascending_New, Stored_BOX
 
-    a_y += 1
 
-    tkinter.Label(top, text='基准列(列号):', bg=bg, fg=fg, font=FONT, width=width_B, height=height_B).grid(column=a_x,
 
-                                                                                                      row=a_y)  # 设置说明
 
-    Sort_By = tkinter.Entry(top, width=width_B + 2)
 
-    Sort_By.grid(column=a_x + 1, row=a_y, sticky=tkinter.W)
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='按数据排序', command=Stored_Value, font=FONT, width=width_B,
 
-                   height=height_B).grid(column=a_x + 2, row=a_y,
 
-                                         sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-
 
-    a_y += 1
 
-    Ascending_Type = tkinter.IntVar()
 
-    Ascending_New = tkinter.IntVar()
 
-    lable = ['正序排列', '倒序排列']  # 复选框
 
-    for i in range(2):
 
-        tkinter.Radiobutton(top, bg=bg, fg=fg, activebackground=bg, activeforeground=fg, selectcolor=bg, text=lable[i],
 
-                            variable=Ascending_Type, value=i). \
 
-            grid(column=a_x + i, row=a_y, sticky=tkinter.W)
 
-    tkinter.Checkbutton(top, bg=bg, fg=fg, activebackground=bg, activeforeground=fg, selectcolor=bg, text='生成新表格',
 
-                        variable=Ascending_New).grid(column=a_x + 2, row=a_y, sticky=tkinter.W)
 
-
 
-    a_y += 1
 
-    Stored_BOX = tkinter.Listbox(top, width=width_B * 3, height=height_B * 3)  # 显示符号
 
-    Stored_BOX.grid(column=a_x, row=a_y, columnspan=3, rowspan=3, sticky=tkinter.E + tkinter.W + tkinter.S + tkinter.N)
 
-
 
-    a_y += 3
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='添加基准', command=add_Stored_Value, font=FONT, width=width_B,
 
-                   height=height_B).grid(column=a_x, row=a_y,
 
-                                         sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='删除基准', command=Delete_Stored_Value, font=FONT, width=width_B,
 
-                   height=height_B).grid(column=a_x + 1, row=a_y,
 
-                                         sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='清空基准', command=Tra_Stored_Value, font=FONT, width=width_B,
 
-                   height=height_B).grid(column=a_x + 2, row=a_y,
 
-                                         sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-
 
     a_x += 3
 
     a_x += 3
 
     tkinter.Label(top, text='', bg=bg, fg=fg, font=FONT, width=1).grid(column=a_x, row=a_y)  # 设置说明
 
     tkinter.Label(top, text='', bg=bg, fg=fg, font=FONT, width=1).grid(column=a_x, row=a_y)  # 设置说明
 
     a_x += 1
 
     a_x += 1
 
@@ -530,10 +483,10 @@ def Machine_learning():
 
     a_y += 2
 
     a_y += 2
 
     global Draw_asWell
 
     global Draw_asWell
 
     Draw_asWell = tkinter.IntVar()
 
     Draw_asWell = tkinter.IntVar()
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='清空渲染', command=Draw, font=FONT, width=width_B,
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='清空渲染', command=Tra_RDic, font=FONT, width=width_B,
 
                    height=height_B).grid(column=a_x, row=a_y,
 
                    height=height_B).grid(column=a_x, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='导入渲染', command=Draw, font=FONT, width=width_B,
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='导入渲染', command=Import_c, font=FONT, width=width_B,
 
                    height=height_B).grid(column=a_x + 1, row=a_y,
 
                    height=height_B).grid(column=a_x + 1, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
     tkinter.Checkbutton(top, bg=bg, fg=fg, activebackground=bg, activeforeground=fg, selectcolor=bg, text='马上渲染',
 
     tkinter.Checkbutton(top, bg=bg, fg=fg, activebackground=bg, activeforeground=fg, selectcolor=bg, text='马上渲染',
 
@@ -543,10 +496,10 @@ def Machine_learning():
 
     Args_Input.grid(column=a_x, row=a_y, columnspan=3, rowspan=7, sticky=tkinter.E + tkinter.W + tkinter.N + tkinter.S)
 
     Args_Input.grid(column=a_x, row=a_y, columnspan=3, rowspan=7, sticky=tkinter.E + tkinter.W + tkinter.N + tkinter.S)
 
 
 
     a_y += 7
 
     a_y += 7
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='查看词典', font=FONT, width=width_B,
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='查看词典',command=Show_Help, font=FONT, width=width_B,
 
                    height=height_B).grid(column=a_x, row=a_y,
 
                    height=height_B).grid(column=a_x, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='恢复显示', font=FONT, width=width_B,
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='恢复显示',command=Show_Help, font=FONT, width=width_B,
 
                    height=height_B).grid(column=a_x + 1, row=a_y, columnspan=2,
 
                    height=height_B).grid(column=a_x + 1, row=a_y, columnspan=2,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
 
 
@@ -577,7 +530,7 @@ def Machine_learning():
 
         RC_Type.append(tkinter.IntVar())
 
         RC_Type.append(tkinter.IntVar())
 
         tkinter.Checkbutton(top, bg=bg, fg=fg, activebackground=bg, activeforeground=fg, selectcolor=bg, text=lable[i],
 
         tkinter.Checkbutton(top, bg=bg, fg=fg, activebackground=bg, activeforeground=fg, selectcolor=bg, text=lable[i],
 
                             variable=RC_Type[-1]).grid(column=a_x + i, row=a_y, sticky=tkinter.W)
 
                             variable=RC_Type[-1]).grid(column=a_x + i, row=a_y, sticky=tkinter.W)
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='统一行号', command=num_toName, font=FONT, width=width_B, height=height_B). \
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='统一行(列)号', command=num_toName, font=FONT, width=width_B, height=height_B). \
 
         grid(column=a_x + 2, row=a_y, sticky=tkinter.E + tkinter.W)
 
         grid(column=a_x + 2, row=a_y, sticky=tkinter.E + tkinter.W)
 
 
 
     a_y += 1
 
     a_y += 1
 
@@ -653,8 +606,66 @@ def Machine_learning():
 
         tkinter.Radiobutton(top, bg=bg, fg=fg, activebackground=bg, activeforeground=fg, selectcolor=bg, text=lable[i],
 
         tkinter.Radiobutton(top, bg=bg, fg=fg, activebackground=bg, activeforeground=fg, selectcolor=bg, text=lable[i],
 
                             variable=Dtype_Func, value=i).grid(column=a_x + 1 + i, row=a_y, sticky=tkinter.W)
 
                             variable=Dtype_Func, value=i).grid(column=a_x + 1 + i, row=a_y, sticky=tkinter.W)
 
 
 
+
 
     a_y += 1
 
     a_y += 1
 
-    tkinter.Label(top, text='【机器学习与数据处理】', bg=bg, fg=fg, font=FONT, width=width_B * 3, height=height_B).grid(column=a_x,
 
+    tkinter.Label(top, text='【排序操作】', bg=bg, fg=fg, font=FONT, width=width_B * 3, height=height_B).grid(column=a_x,
 
+                                                                                                        columnspan=3,
 
+                                                                                                        row=a_y)  # 设置说明
 
+
 
+    a_y += 1
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='.T', command=T, font=FONT, width=width_B,
 
+                   height=height_B).grid(column=a_x, row=a_y,
 
+                                         sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='按行名排序', command=Stored_Row, font=FONT, width=width_B,
 
+                   height=height_B).grid(column=a_x + 1, row=a_y,
 
+                                         sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='按列名排序', command=Stored_Column, font=FONT, width=width_B,
 
+                   height=height_B).grid(column=a_x + 2, row=a_y,
 
+                                         sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
+
 
+    global Sort_By, Ascending_Type, Ascending_New, Stored_BOX
 
+    a_y += 1
 
+    tkinter.Label(top, text='基准列(列号):', bg=bg, fg=fg, font=FONT, width=width_B, height=height_B).grid(column=a_x,
 
+                                                                                                      row=a_y)  # 设置说明
 
+    Sort_By = tkinter.Entry(top, width=width_B + 2)
 
+    Sort_By.grid(column=a_x + 1, row=a_y, sticky=tkinter.W)
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='按数据排序', command=Stored_Value, font=FONT, width=width_B,
 
+                   height=height_B).grid(column=a_x + 2, row=a_y,
 
+                                         sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
+
 
+    a_y += 1
 
+    Ascending_Type = tkinter.IntVar()
 
+    Ascending_New = tkinter.IntVar()
 
+    lable = ['正序排列', '倒序排列']  # 复选框
 
+    for i in range(2):
 
+        tkinter.Radiobutton(top, bg=bg, fg=fg, activebackground=bg, activeforeground=fg, selectcolor=bg, text=lable[i],
 
+                            variable=Ascending_Type, value=i). \
 
+            grid(column=a_x + i, row=a_y, sticky=tkinter.W)
 
+    tkinter.Checkbutton(top, bg=bg, fg=fg, activebackground=bg, activeforeground=fg, selectcolor=bg, text='生成新表格',
 
+                        variable=Ascending_New).grid(column=a_x + 2, row=a_y, sticky=tkinter.W)
 
+
 
+    a_y += 1
 
+    Stored_BOX = tkinter.Listbox(top, width=width_B * 3, height=height_B * 4)  # 显示符号
 
+    Stored_BOX.grid(column=a_x, row=a_y, columnspan=3, rowspan=5, sticky=tkinter.E + tkinter.W + tkinter.S + tkinter.N)
 
+
 
+    a_y += 5
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='添加基准', command=add_Stored_Value, font=FONT, width=width_B,
 
+                   height=height_B).grid(column=a_x, row=a_y,
 
+                                         sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='删除基准', command=Delete_Stored_Value, font=FONT, width=width_B,
 
+                   height=height_B).grid(column=a_x + 1, row=a_y,
 
+                                         sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='打乱表格', command=Sample_Data, font=FONT, width=width_B,
 
+                   height=height_B).grid(column=a_x + 2, row=a_y,
 
+                                         sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
+
 
+
 
+    a_x += 3
 
+    tkinter.Label(top, text='', bg=bg, fg=fg, font=FONT, width=1).grid(column=a_x, row=a_y)  # 设置说明
 
+    a_x += 1
 
+    a_y = 0
 
+
 
+    tkinter.Label(top, text='【机器学习】', bg=bg, fg=fg, font=FONT, width=width_B * 3, height=height_B).grid(column=a_x,
 
                                                                                                              columnspan=3,
 
                                                                                                              columnspan=3,
 
                                                                                                              row=a_y,
 
                                                                                                              row=a_y,
 
                                                                                                              sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)  # 设置说明
 
                                                                                                              sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)  # 设置说明
 
@@ -667,16 +678,22 @@ def Machine_learning():
 
     Put['state'] = 'readonly'
 
     Put['state'] = 'readonly'
 
     tkinter.Button(top, bg=bbg, fg=fg, text='选用学习器',command=set_Learner, font=FONT, width=width_B,height=height_B).grid(column=a_x+2, row=a_y, sticky=tkinter.E + tkinter.W)
 
     tkinter.Button(top, bg=bbg, fg=fg, text='选用学习器',command=set_Learner, font=FONT, width=width_B,height=height_B).grid(column=a_x+2, row=a_y, sticky=tkinter.E + tkinter.W)
 
 
 
+    global Split_Input
 
+    a_y += 1
 
+    tkinter.Label(top, text='测试数据分割:', bg=bg, fg=fg, font=FONT, width=width_B, height=height_B).grid(column=a_x,row=a_y)
 
+    Split_Input = tkinter.Entry(top, width=width_B * 2)
 
+    Split_Input.grid(column=a_x + 1, row=a_y, columnspan=2, sticky=tkinter.E + tkinter.W)
 
+
 
     a_y += 1
 
     a_y += 1
 
-    ML_BOX = tkinter.Listbox(top, width=width_B * 3, height=height_B*6)
 
-    ML_BOX.grid(column=a_x, row=a_y, columnspan=3, rowspan=6, sticky=tkinter.E + tkinter.W + tkinter.S + tkinter.N)
 
+    ML_BOX = tkinter.Listbox(top, width=width_B * 3, height=height_B*5)
 
+    ML_BOX.grid(column=a_x, row=a_y, columnspan=3, rowspan=5, sticky=tkinter.E + tkinter.W + tkinter.S + tkinter.N)
 
 
 
-    a_y += 6
 
+    a_y += 5
 
     tkinter.Button(top, bg=bbg, fg=fg, text='导入学习器', command=Draw, font=FONT, width=width_B,height=height_B).grid(column=a_x, row=a_y,
 
     tkinter.Button(top, bg=bbg, fg=fg, text='导入学习器', command=Draw, font=FONT, width=width_B,height=height_B).grid(column=a_x, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='查看数据', command=Draw_One, font=FONT, width=width_B,height=height_B).grid(column=a_x + 1, row=a_y,
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='查看数据', command=Show_Args, font=FONT, width=width_B,height=height_B).grid(column=a_x + 1, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='数据可视化', command=Del_R_BOX, font=FONT, width=width_B,height=height_B).grid(column=a_x + 2, row=a_y,
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='删除学习器', command=Del_Leaner, font=FONT, width=width_B,height=height_B).grid(column=a_x + 2, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
 
 
     a_y += 1
 
     a_y += 1
 
@@ -687,13 +704,8 @@ def Machine_learning():
 
     tkinter.Button(top, bg=bbg, fg=fg, text='数据预测', command=Predict_Learner, font=FONT, width=width_B,height=height_B).grid(column=a_x + 2, row=a_y,
 
     tkinter.Button(top, bg=bbg, fg=fg, text='数据预测', command=Predict_Learner, font=FONT, width=width_B,height=height_B).grid(column=a_x + 2, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
 
 
-
 
-    a_x += 3
 
-    tkinter.Label(top, text='', bg=bg, fg=fg, font=FONT, width=1).grid(column=a_x, row=a_y)  # 设置说明
 
-    a_x += 1
 
-    a_y = 0
 
-
 
-    tkinter.Label(top, text='【机器学习】', bg=bg, fg=fg, font=FONT, width=width_B * 3, height=height_B).grid(column=a_x,
 
+    a_y += 1
 
+    tkinter.Label(top, text='【学习器选择和配置】', bg=bg, fg=fg, font=FONT, width=width_B * 3, height=height_B).grid(column=a_x,
 
                                                                                                          columnspan=3,
 
                                                                                                          columnspan=3,
 
                                                                                                          row=a_y,
 
                                                                                                          row=a_y,
 
                                                                                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)  # 设置说明
 
                                                                                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)  # 设置说明
 
@@ -701,31 +713,85 @@ def Machine_learning():
 
     a_y += 1
 
     a_y += 1
 
     tkinter.Button(top, bg=bbg, fg=fg, text='线性回归', command=Add_Line, font=FONT, width=width_B,height=height_B).grid(column=a_x, row=a_y,
 
     tkinter.Button(top, bg=bbg, fg=fg, text='线性回归', command=Add_Line, font=FONT, width=width_B,height=height_B).grid(column=a_x, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='岭回归', command=Draw_One, font=FONT, width=width_B,height=height_B).grid(column=a_x + 1, row=a_y,
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='岭回归', command=Add_Ridge, font=FONT, width=width_B,height=height_B).grid(column=a_x + 1, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='Lasso', command=Del_R_BOX, font=FONT, width=width_B,height=height_B).grid(column=a_x + 2, row=a_y,
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='Lasso', command=Add_Lasso, font=FONT, width=width_B,height=height_B).grid(column=a_x + 2, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
 
 
     a_y += 1
 
     a_y += 1
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='逻辑回归', command=Draw, font=FONT, width=width_B,height=height_B).grid(column=a_x, row=a_y,
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='逻辑回归', command=Add_LogisticRegression, font=FONT, width=width_B,height=height_B).grid(column=a_x, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='决策树', command=Draw_One, font=FONT, width=width_B,height=height_B).grid(column=a_x + 1, row=a_y,
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='决策树', command=ML_Sorry, font=FONT, width=width_B,height=height_B).grid(column=a_x + 1, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='SVM', command=Del_R_BOX, font=FONT, width=width_B,height=height_B).grid(column=a_x + 2, row=a_y,
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='SVM', command=ML_Sorry, font=FONT, width=width_B,height=height_B).grid(column=a_x + 2, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
 
 
     a_y += 1
 
     a_y += 1
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='朴素贝叶斯(先验为多)', command=Draw, font=FONT, width=width_B,height=height_B).grid(column=a_x, row=a_y,columnspan=2,
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='朴素贝叶斯', command=ML_Sorry, font=FONT, width=width_B,height=height_B).grid(column=a_x, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
-    tkinter.Button(top, bg=bbg, fg=fg, text='K近邻', command=Del_R_BOX, font=FONT, width=width_B,height=height_B).grid(column=a_x + 2, row=a_y,
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='K邻近分类', command=Add_Knn, font=FONT, width=width_B,height=height_B).grid(column=a_x + 1, row=a_y,
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
                                          sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
+    tkinter.Button(top, bg=bbg, fg=fg, text='K邻近预测', command=Add_Knn_Class, font=FONT, width=width_B,height=height_B).grid(column=a_x + 2, row=a_y,
 
+                                         sticky=tkinter.E + tkinter.W + tkinter.W + tkinter.S + tkinter.N)
 
+
 
+    global Args_Learner
 
+    a_y += 1
 
+    Args_Learner = tkinter.Text(top, width=width_B * 3, height=height_B * 11)
 
+    Args_Learner.grid(column=a_x, row=a_y, columnspan=3, rowspan=11, sticky=tkinter.E + tkinter.W + tkinter.N + tkinter.S)
 
+
 
     top.mainloop()
 
     top.mainloop()
 
 
 
 
 
+def Show_Help():
 
+    tkinter.messagebox.showinfo('使用提示', Args_Help)
 
+
 
+
 
+def ML_Sorry():
 
+    tkinter.messagebox.showinfo('非常抱歉', '高级别的机器学习请到机器学习板块深入研究...')
 
+
 
+
 
+def Tra_RDic():
 
+    ML.Tra_RDic()
 
+    Update_R_BOX()
 
+
 
+
 
+def Del_Sheet():
 
+    name = get_Name()
 
+    ML.Del_Form(name)
 
+    Updat_BOX()
 
+
 
+
 
+def Del_Leaner():
 
+    Learn = get_Learner(True)
 
+    set_Learne = get_Learner(False)#获取学习器Learner
 
+    if set_Learne != Learn:
 
+        ML.Del_Leaner(Learn)
 
+    Update_Leaner()
 
+
 
+
 
+def Show_Args():
 
+    learner = get_Learner(True)
 
+    new = tkinter.messagebox.askokcancel('提示', f'是否将数据生成表格。\n(可绘制成散点图对比数据)')
 
+    print(new)
 
+    Data = ML.Show_Args(learner,new)
 
+    title = f'CoTan数据处理 查看数据:{learner}'
 
+    Creat_TextSheet(f'对象:{learner}\n\n{Data[0]}\n\n\n{Data[1]}', title)
 
+    Updat_BOX()
 
+
 
+
 
+def get_Args_Learner():
 
+    global Args_Learner
 
+    return Args_Learner.get('0.0',tkinter.END)
 
+
 
+
 
 def Score_Learner():
 
 def Score_Learner():
 
     name = get_Name()#表格数据
 
     name = get_Name()#表格数据
 
     learner = get_Learner()
 
     learner = get_Learner()
 
-    socore = ML.Fit(name,learner,True)[1]
 
+    try:
 
+        split = float(Split_Input.get())
 
+        if split < 0 or 1 < split:raise Exception
 
+    except:split = 0.3
 
+    socore = ML.Fit(name,learner,Score_Only=True,split=split)[1]
 
     tkinter.messagebox.showinfo('测试完成', f'针对测试数据评分结果为:{socore}')
 
     tkinter.messagebox.showinfo('测试完成', f'针对测试数据评分结果为:{socore}')
 
 
 
 
 
@@ -733,7 +799,7 @@ def Predict_Learner():
 
     name = get_Name()#表格数据
 
     name = get_Name()#表格数据
 
     learner = get_Learner()
 
     learner = get_Learner()
 
     Data = ML.Predict(name,learner)
 
     Data = ML.Predict(name,learner)
 
-    title = f'CoTan机器学习 表格:{name} 学习器:{learner}'
 
+    title = f'CoTan数据处理 表格:{name} 学习器:{learner}'
 
     Creat_TextSheet(Data, title)
 
     Creat_TextSheet(Data, title)
 
     Updat_BOX()
 
     Updat_BOX()
 
 
 
@@ -741,9 +807,13 @@ def Predict_Learner():
 
 def Fit_Learner():
 
 def Fit_Learner():
 
     name = get_Name()#表格数据
 
     name = get_Name()#表格数据
 
     learner = get_Learner()
 
     learner = get_Learner()
 
-    socore = ML.Fit(name,learner)
 
-    tkinter.messagebox.showinfo('训练完成', f'针对训练数据(70%)评分结果为:{socore[0]}\n'
 
-                                        f'针对测试数据评分(30%)结果为:{socore[1]}')
 
+    try:
 
+        split = float(Split_Input.get())
 
+        if split < 0 or 1 < split:raise Exception
 
+    except:split = 0.3
 
+    socore = ML.Fit(name,learner,Text=get_Args_Learner(),split=split)
 
+    tkinter.messagebox.showinfo('训练完成', f'针对训练数据({(1-split)*100}%)评分结果为:{socore[0]}\n'
 
+                                        f'针对测试数据评分({split*100}%)结果为:{socore[1]}')
 
 
 
 def set_Learner():
 
 def set_Learner():
 
     global ML_OUT
 
     global ML_OUT
 
@@ -753,17 +823,39 @@ def set_Learner():
 
 def get_Learner(Type=False):
 
 def get_Learner(Type=False):
 
     global Learn_Dic,ML_BOX,ML_OUT
 
     global Learn_Dic,ML_BOX,ML_OUT
 
     if Type:
 
     if Type:
 
-        print('FF')
 
         try:
 
         try:
 
             return list(Learn_Dic.keys())[ML_BOX.curselection()[0]]
 
             return list(Learn_Dic.keys())[ML_BOX.curselection()[0]]
 
         except:
 
         except:
 
-            raise
 
-            # try:
 
-            #     return list(Learn_Dic.keys)[0]
 
-            # except:
 
-            #     return None
 
+            # raise
 
+            try:
 
+                return list(Learn_Dic.keys)[0]
 
+            except:
 
+                return None
 
     else:
 
     else:
 
-        return ML_OUT.get()
 
+        try:
 
+            return ML_OUT.get()
 
+        except:
 
+            return None
 
+
 
+
 
+def Add_Knn_Class():
 
+    Add_leaner('Knn_class')
 
+
 
+
 
+def Add_LogisticRegression():
 
+    Add_leaner('LogisticRegression')
 
+
 
+
 
+def Add_Lasso():
 
+    Add_leaner('Lasso')
 
+
 
+
 
+def Add_Knn():
 
+    Add_leaner('Knn')
 
+
 
+
 
+def Add_Ridge():
 
+    Add_leaner('Ridge')
 
 
 
 
 
 def Add_Line():
 
 def Add_Line():
 
@@ -771,7 +863,7 @@ def Add_Line():
 
 
 
 
 
 def Add_leaner(Type):#添加Lenear的核心
 
 def Add_leaner(Type):#添加Lenear的核心
 
-    ML.Add_Learner(Type)
 
+    ML.Add_Learner(Type,Text=get_Args_Learner())
 
     Update_Leaner()
 
     Update_Leaner()
 
 
 
 
 
@@ -870,11 +962,11 @@ def DTYPE():
 
     if column_list == ['']: column_list = []
 
     if column_list == ['']: column_list = []
 
     dtype = Dtype_Input.get()
 
     dtype = Dtype_Input.get()
 
     wrong = Dtype_Wrong.get()
 
     wrong = Dtype_Wrong.get()
 
-    if wrong != 'ignore': wrong = 'coerce'
 
     if type_:  # 软转换
 
     if type_:  # 软转换
 
+        if wrong != 'ignore': wrong = 'coerce'
 
         ML.Reasonable_Type(name, column_list, dtype, wrong)
 
         ML.Reasonable_Type(name, column_list, dtype, wrong)
 
     else:
 
     else:
 
-        ML.as_Type(name, column_list, dtype, wrong)
 
+        ML.as_Type(name, column_list, dtype, 'ignore')
 
     Updat_BOX()
 
     Updat_BOX()
 
 
 
 
 
@@ -1175,7 +1267,7 @@ def Done_Clean():
 
     global ML
 
     global ML
 
     name = get_Name()
 
     name = get_Name()
 
     Data = ML.Done_CleanFunc(name)
 
     Data = ML.Done_CleanFunc(name)
 
-    title = f'CoTan机器学习 表格:{name}.数据清洗'
 
+    title = f'CoTan数据处理 表格:{name}.数据清洗'
 
     Creat_TextSheet(Data, title)
 
     Creat_TextSheet(Data, title)
 
     Updat_BOX()
 
     Updat_BOX()
 
 
 
@@ -1206,7 +1298,7 @@ def Done_NaN():
 
     global Drop_Column
 
     global Drop_Column
 
     name = get_Name()
 
     name = get_Name()
 
     Data = ML.Dropna(name, True)
 
     Data = ML.Dropna(name, True)
 
-    title = f'CoTan机器学习 表格:{name}.NaN'
 
+    title = f'CoTan数据处理 表格:{name}.NaN'
 
     Creat_TextSheet(Data, title)
 
     Creat_TextSheet(Data, title)
 
     Updat_BOX()
 
     Updat_BOX()
 
 
 
@@ -1215,7 +1307,7 @@ def is_Na():
 
     global Bool_E
 
     global Bool_E
 
     name = get_Name()
 
     name = get_Name()
 
     Data = ML.is_Na(name)
 
     Data = ML.is_Na(name)
 
-    title = f'CoTan机器学习 表格:{name}.NaN'
 
+    title = f'CoTan数据处理 表格:{name}.NaN'
 
     Creat_TextSheet(Data, title)
 
     Creat_TextSheet(Data, title)
 
     Updat_BOX()
 
     Updat_BOX()
 
 
 
@@ -1226,7 +1318,7 @@ def Make_BoolSheet():
 
     name = get_Name()
 
     name = get_Name()
 
     Data = ML.Done_Bool(name, Bool_Exp, True)
 
     Data = ML.Done_Bool(name, Bool_Exp, True)
 
     print(Data)
 
     print(Data)
 
-    title = f'CoTan机器学习 表格:{name} 布尔化'
 
+    title = f'CoTan数据处理 表格:{name} 布尔化'
 
     Creat_TextSheet(Data, title)
 
     Creat_TextSheet(Data, title)
 
     Updat_BOX()
 
     Updat_BOX()
 
 
 
@@ -1242,7 +1334,7 @@ def Del_Data():
 
         Data = ML.Delete(name, Column, Row, new)
 
         Data = ML.Delete(name, Column, Row, new)
 
     except:
 
     except:
 
         Data = 'None 你的操作不被允许'
 
         Data = 'None 你的操作不被允许'
 
-    title = f'CoTan机器学习 表格:{name}'
 
+    title = f'CoTan数据处理 表格:{name}'
 
     Creat_TextSheet(Data, title)
 
     Creat_TextSheet(Data, title)
 
     Updat_BOX()
 
     Updat_BOX()
 
 
 
@@ -1301,17 +1393,28 @@ def Slice_Data():
 
         Data = ML.get_Clice(name, Column, Row, U, new)
 
         Data = ML.get_Clice(name, Column, Row, U, new)
 
     except:
 
     except:
 
         Data = 'None 你的操作不被允许'
 
         Data = 'None 你的操作不被允许'
 
-    title = f'CoTan机器学习 表格:{name}'
 
+    title = f'CoTan数据处理 表格:{name}'
 
     Creat_TextSheet(Data, title)
 
     Creat_TextSheet(Data, title)
 
     Updat_BOX()
 
     Updat_BOX()
 
 
 
 
 
+def Sample_Data():
 
+    global ML,Ascending_New
 
+    name = get_Name()
 
+    new = bool(Ascending_New.get())
 
+    Data = ML.Sample(name, new)
 
+    title = f'CoTan数据处理 打乱表格:{name}'
 
+    Creat_TextSheet(Data, title)
 
+    Updat_BOX()
 
+
 
+
 
+
 
 def Stored_Value():
 
 def Stored_Value():
 
-    global ML, Stored_List
 
+    global ML, Stored_List,Ascending_New
 
     name = get_Name()
 
     name = get_Name()
 
     new = bool(Ascending_New.get())
 
     new = bool(Ascending_New.get())
 
     Data = ML.Stored_Valuse(name, Stored_List, new)
 
     Data = ML.Stored_Valuse(name, Stored_List, new)
 
-    title = f'CoTan机器学习 表格:{name}.Stored'
 
+    title = f'CoTan数据处理 表格:{name}.Stored'
 
     Creat_TextSheet(Data, title)
 
     Creat_TextSheet(Data, title)
 
     Updat_BOX()
 
     Updat_BOX()
 
 
 
@@ -1355,7 +1458,7 @@ def Stored_Column():  # 行
 
     a = not bool(Ascending_Type.get())
 
     a = not bool(Ascending_Type.get())
 
     new = bool(Ascending_New.get())
 
     new = bool(Ascending_New.get())
 
     Data = ML.Sorted(name, False, new, a)
 
     Data = ML.Sorted(name, False, new, a)
 
-    title = f'CoTan机器学习 表格:{name}.Stored by Column'
 
+    title = f'CoTan数据处理 表格:{name}.Stored by Column'
 
     Creat_TextSheet(Data, title)
 
     Creat_TextSheet(Data, title)
 
     Updat_BOX()
 
     Updat_BOX()
 
 
 
@@ -1366,7 +1469,7 @@ def Stored_Row():  # 行
 
     new = bool(Ascending_New.get())
 
     new = bool(Ascending_New.get())
 
     a = not bool(Ascending_Type.get())
 
     a = not bool(Ascending_Type.get())
 
     Data = ML.Sorted(name, True, new, a)
 
     Data = ML.Sorted(name, True, new, a)
 
-    title = f'CoTan机器学习 表格:{name}.Stored by Row'
 
+    title = f'CoTan数据处理 表格:{name}.Stored by Row'
 
     Creat_TextSheet(Data, title)
 
     Creat_TextSheet(Data, title)
 
     Updat_BOX()
 
     Updat_BOX()
 
 
 
@@ -1376,7 +1479,7 @@ def T():
 
     name = get_Name()
 
     name = get_Name()
 
     new = bool(Ascending_New.get())
 
     new = bool(Ascending_New.get())
 
     Data = ML.T(name, new)
 
     Data = ML.T(name, new)
 
-    title = f'CoTan机器学习 表格:{name}.T'
 
+    title = f'CoTan数据处理 表格:{name}.T'
 
     Creat_TextSheet(Data, title)
 
     Creat_TextSheet(Data, title)
 
     Updat_BOX()
 
     Updat_BOX()
 
 
 
@@ -1398,7 +1501,7 @@ def Show_describe():
 
     global ML, Des_Bool
 
     global ML, Des_Bool
 
     Des = bool(Des_Bool.get())
 
     Des = bool(Des_Bool.get())
 
     name = get_Name()
 
     name = get_Name()
 
-    title = f'CoTan机器学习 表格:{name}_describe'
 
+    title = f'CoTan数据处理 表格:{name}_describe'
 
     Data = str(ML.Describe(name, Des))
 
     Data = str(ML.Describe(name, Des))
 
     Creat_TextSheet(Data, title)
 
     Creat_TextSheet(Data, title)
 
     Updat_BOX()
 
     Updat_BOX()
 
@@ -1407,7 +1510,7 @@ def Show_describe():
 
 def Write_Sheet():
 
 def Write_Sheet():
 
     global ML, top
 
     global ML, top
 
     name = get_Name()
 
     name = get_Name()
 
-    title = f'CoTan机器学习 表格:{name}'
 
+    title = f'CoTan数据处理 表格:{name}'
 
     Data = str(ML.get_Sheet(name))
 
     Data = str(ML.get_Sheet(name))
 
     Creat_TextSheet(Data, title)
 
     Creat_TextSheet(Data, title)
 
 
 
@@ -1442,6 +1545,18 @@ def Updat_IndexBOX(get_Index):
 
     Index_BOX.insert(tkinter.END, *get_Index)
 
     Index_BOX.insert(tkinter.END, *get_Index)
 
 
 
 
 
+def Show_One():
 
+    global PATH, to_HTML_Type
 
+    Dic = f'{PATH}/$Show_Sheet.html'
 
+    try:
 
+        name = get_Name()
 
+        if name == None: raise Exception
 
+        ML.to_Html_One(name, Dic)
 
+        webbrowser.open(Dic)
 
+    except:
 
+        # pass
 
+        raise
 
+
 
 def Show():
 
 def Show():
 
     global PATH, to_HTML_Type
 
     global PATH, to_HTML_Type
 
     Dic = f'{PATH}/$Show_Sheet.html'
 
     Dic = f'{PATH}/$Show_Sheet.html'
 
@@ -1451,44 +1566,46 @@ def Show():
 
         ML.to_Html(name, Dic, to_HTML_Type.get())
 
         ML.to_Html(name, Dic, to_HTML_Type.get())
 
         webbrowser.open(Dic)
 
         webbrowser.open(Dic)
 
     except:
 
     except:
 
-        raise
 
+        pass
 
 
 
 
 
-def Add_CSV():
 
+def to_CSV():
 
     global top, Seq_Input, Code_Input, str_must, Index_must
 
     global top, Seq_Input, Code_Input, str_must, Index_must
 
+    Dic = asksaveasfilename(title='选择保存的CSV', filetypes=[("CSV", ".csv")])
 
+    Seq = Seq_Input.get()
 
+    name = get_Name()
 
+    ML.to_CSV(name,Dic,Seq)
 
+    Updat_BOX()
 
+
 
+
 
+def Add_CSV():
 
+    global top, Seq_Input, Code_Input, str_must, Index_must,name_Input
 
     Dic = askopenfilename(title='选择载入的CSV', filetypes=[("CSV", ".csv")])
 
     Dic = askopenfilename(title='选择载入的CSV', filetypes=[("CSV", ".csv")])
 
+    if Dic == '':return False
 
     Seq = Seq_Input.get()
 
     Seq = Seq_Input.get()
 
     Codeing = Code_Input.get()
 
     Codeing = Code_Input.get()
 
     str_ = bool(str_must.get())
 
     str_ = bool(str_must.get())
 
     Index = bool(Index_must.get())
 
     Index = bool(Index_must.get())
 
+    name = name_Input.get().replace(' ','')
 
+    if name == '':
 
+        name = os.path.splitext(os.path.split(Dic)[1])[0]
 
+        print(name)
 
     if Codeing == '':
 
     if Codeing == '':
 
         with open(Dic, 'rb') as f:
 
         with open(Dic, 'rb') as f:
 
             Codeing = chardet.detect(f.read())['encoding']
 
             Codeing = chardet.detect(f.read())['encoding']
 
-            print(Codeing)
 
     if Seq == '': Seq = ','
 
     if Seq == '': Seq = ','
 
-    ML.Add_CSV(Dic, '', Seq, Codeing, str_, Index)
 
+    ML.Add_CSV(Dic, name, Seq, Codeing, str_, Index)
 
     Updat_BOX()
 
     Updat_BOX()
 
 
 
 
 
 def Add_Python():
 
 def Add_Python():
 
     global top, Seq_Input, Code_Input, str_must, Index_must
 
     global top, Seq_Input, Code_Input, str_must, Index_must
 
     Dic = askopenfilename(title='选择载入的py', filetypes=[("Python", ".py"), ("Txt", ".txt")])
 
     Dic = askopenfilename(title='选择载入的py', filetypes=[("Python", ".py"), ("Txt", ".txt")])
 
+    name = name_Input.get().replace(' ','')
 
+    if name == '':
 
+        name = os.path.splitext(os.path.split(Dic)[1])[0]
 
     with open(Dic, 'r') as f:
 
     with open(Dic, 'r') as f:
 
-        ML.Add_Python(f.read(), '')
 
-    Updat_BOX()
 
-
 
-
 
-def Add_Html():
 
-    global top, Seq_Input, Code_Input, str_must, Index_must
 
-    Dic = askopenfilename(title='选择载入的Html', filetypes=[("CSV", ".csv")])
 
-    Codeing = Code_Input.get()
 
-    str_ = bool(str_must.get())
 
-    Index = bool(Index_must.get())
 
-    if Codeing == '':
 
-        with open(Dic, 'rb') as f:
 
-            Codeing = chardet.detect(f.read())['encoding']
 
-            print(Codeing)
 
-    ML.Add_Html(Dic, '', Codeing, str_, Index)
 
+        ML.Add_Python(f.read(), name)
 
     Updat_BOX()
 
     Updat_BOX()
 
 
 
 
 
@@ -1508,7 +1625,3 @@ def Updat_BOX():
 
     Form_List = ML.get_FormList()
 
     Form_List = ML.get_FormList()
 
     Form_BOX.delete(0, tkinter.END)
 
     Form_BOX.delete(0, tkinter.END)
 
     Form_BOX.insert(tkinter.END, *Form_List)
 
     Form_BOX.insert(tkinter.END, *Form_List)
 
-
 
-
 
-if __name__ == '__main__':
 
-    Machine_learning()

+ 2 - 0
Data_Science/__init__.py
Vedi File 

@@ -0,0 +1,2 @@
 
+from .Me_learn import Machine_learning
 
+print('SJKX加载完成...')

+ 37 - 41
Hello.py
Vedi File 

@@ -1,53 +1,57 @@
 
-print('启动')
 
-from time import time
 
-print('开始加载')
 
-start = time()
 
-import tkinter
 
-print(f'图形加载完毕...')
 
-import tkinter.font as tkFont
 
-print(f'字体加载完毕...')
 
-from PIL import ImageTk, Image
 
-print(f'图片加载完毕...')
 
-import CGB,HSCH,DSGC
 
-from New_TK import DragWindow
 
 from multiprocessing import Process
 
 from multiprocessing import Process
 
-print(f'加载完毕...{round(time() - start,3)}s')
 
+
 
+def painting_board():
 
+    from CGB import Draw
 
+    Draw()
 
 
 
 def Draw():
 
 def Draw():
 
     global top,HTB
 
     global top,HTB
 
-    HTB = Process(target=CGB.Draw)
 
+    HTB = Process(target=painting_board)
 
     HTB.start()
 
     HTB.start()
 
-    # top.destroy()
 
-    # CGB.Draw()
 
-    # Main()
 
+
 
+def Data_Science():
 
+    from Data_Science import Machine_learning
 
+    Machine_learning()
 
+
 
+def SJKX():
 
+    global top,SJ
 
+    SJ = Process(target=Data_Science)
 
+    SJ.start()
 
+
 
+def Function_mapping():
 
+    from HSCH import Func_Control
 
+    Func_Control()
 
 
 
 def Hsch():
 
 def Hsch():
 
     global top,CH
 
     global top,CH
 
-    CH = Process(target=HSCH.Func_Control)
 
+    CH = Process(target=Function_mapping)
 
     CH.start()
 
     CH.start()
 
-    # top.destroy()
 
-    # HSCH.Func_Control()
 
-    # Main()
 
+
 
+def Function_factory():
 
+    from HSCH import Advanced_Control
 
+    Advanced_Control()
 
 
 
 def HSGC():
 
 def HSGC():
 
     global top,HsGC
 
     global top,HsGC
 
-    HsGC = Process(target=HSCH.Advanced_Control)
 
+    HsGC = Process(target=Function_factory)
 
     HsGC.start()
 
     HsGC.start()
 
-    # top.destroy()
 
-    # HSCH.Advanced_Control()
 
-    # Main()
 
+
 
+def Algebraic_factory():
 
+    from DSGC import Alg
 
+    Alg()
 
 
 
 def Dsgc():
 
 def Dsgc():
 
     global top,DsGC
 
     global top,DsGC
 
-    DsGC = Process(target=DSGC.Alg)
 
+    DsGC = Process(target=Algebraic_factory)
 
     DsGC.start()
 
     DsGC.start()
 
-    # top.destroy()
 
-    # DSGC.Alg()
 
-    # Main()
 
 
 
 def Main():
 
 def Main():
 
     global top
 
     global top
 
-    # top = tkinter.Tk()  # 设置屏幕
 
+    import tkinter
 
+    import tkinter.font as tkFont
 
+    from PIL import ImageTk, Image
 
+    from New_TK import DragWindow
 
+    print('加载完毕')
 
     top = DragWindow(alpha=0.97,width=1200,height=800)
 
     top = DragWindow(alpha=0.97,width=1200,height=800)
 
     ft = tkFont.Font(family='Comic Sans MS', size=20, weight=tkFont.BOLD)
 
     ft = tkFont.Font(family='Comic Sans MS', size=20, weight=tkFont.BOLD)
 
     ft1 = tkFont.Font(family='Comic Sans MS', size=16, weight=tkFont.BOLD)
 
     ft1 = tkFont.Font(family='Comic Sans MS', size=16, weight=tkFont.BOLD)
 
@@ -82,8 +86,8 @@ def Main():
 
     tkinter.Button(F1,text='函数测绘',cursor=bc,command=Hsch,height=2,font=ft2,bg=bg,activebackground=abg,bd=0,justify=tkinter.LEFT).grid(column =0,row = 7,sticky=tkinter.N + tkinter.E + tkinter.W)
 
     tkinter.Button(F1,text='函数测绘',cursor=bc,command=Hsch,height=2,font=ft2,bg=bg,activebackground=abg,bd=0,justify=tkinter.LEFT).grid(column =0,row = 7,sticky=tkinter.N + tkinter.E + tkinter.W)
 
     tkinter.Button(F1, text='函数工厂',cursor=bc,command=HSGC, height=2, font=ft2, bg=bg,activebackground=abg, bd=0, justify=tkinter.LEFT).grid(column=0, row=8,sticky=tkinter.N + tkinter.E + tkinter.W)
 
     tkinter.Button(F1, text='函数工厂',cursor=bc,command=HSGC, height=2, font=ft2, bg=bg,activebackground=abg, bd=0, justify=tkinter.LEFT).grid(column=0, row=8,sticky=tkinter.N + tkinter.E + tkinter.W)
 
     tkinter.Button(F1, text='代数工厂',cursor=bc,command=Dsgc, height=2, font=ft2, bg=bg,activebackground=abg, bd=0, justify=tkinter.LEFT).grid(column=0, row=9,sticky=tkinter.N + tkinter.E + tkinter.W)
 
     tkinter.Button(F1, text='代数工厂',cursor=bc,command=Dsgc, height=2, font=ft2, bg=bg,activebackground=abg, bd=0, justify=tkinter.LEFT).grid(column=0, row=9,sticky=tkinter.N + tkinter.E + tkinter.W)
 
-    tkinter.Button(F1, text='机器学习',cursor=bc, height=1, font=ft2, bg=bg,activebackground=abg, bd=0, justify=tkinter.LEFT).grid(column=0, row=10,sticky=tkinter.N + tkinter.E + tkinter.W)
 
-    tkinter.Button(F1, text='几何分析',cursor=bc, height=1, font=ft2, bg=bg,activebackground=abg, bd=0, justify=tkinter.LEFT).grid(column=0, row=11,sticky=tkinter.N + tkinter.E + tkinter.W)
 
+    tkinter.Button(F1, text='数据科学',cursor=bc,command=SJKX, height=1, font=ft2, bg=bg,activebackground=abg, bd=0, justify=tkinter.LEFT).grid(column=0, row=10,sticky=tkinter.N + tkinter.E + tkinter.W)
 
+    tkinter.Button(F1, text='机器学习',cursor=bc, height=1, font=ft2, bg=bg,activebackground=abg, bd=0, justify=tkinter.LEFT).grid(column=0, row=11,sticky=tkinter.N + tkinter.E + tkinter.W)
 
 
 
     abg='#F5FFFA'
 
     abg='#F5FFFA'
 
     tkinter.Label(F1, text='物化系统', bg=abg, font=ft1).grid(column=0, row=12, sticky=tkinter.W + tkinter.E)
 
     tkinter.Label(F1, text='物化系统', bg=abg, font=ft1).grid(column=0, row=12, sticky=tkinter.W + tkinter.E)
 
@@ -108,12 +112,4 @@ def Main():
 
     top.mainloop()
 
     top.mainloop()
 
 
 
 if __name__ == "__main__":
 
 if __name__ == "__main__":
 
-    HTB = Process(target=CGB.Draw)
 
-    CH = Process(target=HSCH.Func_Control)
 
-    HsGC = Process(target=HSCH.Advanced_Control)
 
-    DsGC = Process(target=DSGC.Alg)
 
-    Main()
 
-    # HTB.join()
 
-    # CH.join()
 
-    # HsGC.join()
 
-    # DsGC.join()
 
+    Main()

+ 0 - 35
Test2.py
Vedi File 

@@ -1,35 +0,0 @@
 
-import json
 
-import os
 
-
 
-from pyecharts import options as opts
 
-from pyecharts.charts import Page, TreeMap
 
-
 
-
 
-def treemap_base() -> TreeMap:
 
-    data = [
 
-        {"value": 40, "name": "我是A"},
 
-        {
 
-            "name": "我是B",
 
-            "children": [
 
-                {
 
-                    "value": 76,
 
-                    "name": "我是B.children",
 
-                    "children": [
 
-                        {"value": 12, "name": "我是B.children.a"},
 
-                        {"value": 28, "name": "我是B.children.b"},
 
-                        {"value": 20, "name": "我是B.children.c"},
 
-                        {"value": 16, "name": "我是B.children.d"},
 
-                    ],
 
-                }
 
-            ],
 
-        },
 
-    ]
 
-    print(data)
 
-    c = (
 
-        TreeMap()
 
-        .add("演示数据", data,label_opts=opts.LabelOpts(is_show=True,position='inside'))
 
-        .set_global_opts(title_opts=opts.TitleOpts(title="TreeMap-基本示例"))
 
-    )
 
-    return c
 
-
 
-treemap_base().render()

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