
python课堂实验
guangjieYan
深圳大学17生物医学工程02
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PCA降维和TSNE降维的对比
# -*- coding: utf-8 -*-"""Created on Mon Nov 15 21:48:20 2021@author: guangjie2333"""import kerasimport numpy as npfrom PIL import Imagefrom matplotlib import pyplot as pltfrom mpl_toolkits.mplot3d import Axes3Dfrom sklearn.decomposition import .原创 2021-11-24 16:12:40 · 3557 阅读 · 0 评论 -
机器学习多变量多标签
重要参考文献原创 2021-10-25 17:19:39 · 233 阅读 · 0 评论 -
Cifar-10 导入数据,截取部分进行分析knn,svm,pca
# -*- coding: utf-8 -*-"""Created on Wed May 27 22:56:16 2020@author: guangjie2333""""""库调用"""import numpy as npimport pickleimport matplotlib.pyplot as pltimport PIL.Image as imagefrom sklearn.neighbors import KNeighborsClassifierfrom s原创 2020-05-29 09:33:38 · 1048 阅读 · 0 评论 -
python,svm二,三标签画决策边缘,自己写核函数
# -*- coding: utf-8 -*-"""Created on Fri May 8 17:21:35 2020@author: guangjie2333"""import numpy as npimport matplotlib.pyplot as pltfrom sklearn import svm#导入IRIS数据集from sklearn.datasets import load_iris#三维决策边界from mpl_toolkits import mplot3d原创 2020-05-09 09:36:32 · 821 阅读 · 0 评论 -
python,不同的模型预测人脸
通过python调用不同的模型去预测人脸# -*- coding: utf-8 -*-"""Created on Fri Apr 17 09:26:18 2020@author: guangjie2333"""import matplotlib.pyplot as pltimport numpy as npfrom sklearn.utils.validation impor...原创 2020-04-17 17:19:37 · 574 阅读 · 0 评论 -
python,决策树
# -*- coding: utf-8 -*-"""Created on Fri Apr 10 08:27:35 2020@author: guangjie2333"""# from sklearn.datasets import fetch_olivetti_faces# data, targets = fetch_olivetti_faces()# Load libra...原创 2020-04-11 23:39:50 · 188 阅读 · 0 评论 -
python,核回归
# -*- coding: utf-8 -*-"""Created on Fri Apr 3 17:40:00 2020@author: guangjie2333"""""""库""" import matplotlib.pyplot as pltimport numpy as npfrom scipy.spatial.distance import cdist...原创 2020-04-03 23:13:03 · 2579 阅读 · 1 评论 -
python 关于绘制ROC曲线和计算AUC
# -*- coding: utf-8 -*-"""Created on Tue Mar 24 09:06:48 2020@author: guangjie2333"""import matplotlib.pyplot as pltfrom sklearn.metrics import confusion_matriximport numpy as npimport xlrd...原创 2020-03-24 11:58:24 · 2518 阅读 · 5 评论 -
python 混淆矩阵,热图,F1测度
# -*- coding: utf-8 -*-"""Created on Mon Mar 23 19:26:19 2020@author: guangjie2333"""import matplotlib.pyplot as pltfrom sklearn.metrics import confusion_matriximport numpy as npimport sysim...原创 2020-03-24 11:50:52 · 1136 阅读 · 0 评论 -
用python写一个掷骰子的游戏,并统计
"""库函数调用"""import random"""内部函数"""#生成随机数def dice_pts(): return random.randint(1,6);#玩一局掷骰子def roll_dice(): a = dice_pts(); b = dice_pts(); if a>b: print ('Playe...原创 2020-03-15 16:41:40 · 1390 阅读 · 0 评论 -
python写一个简单的乘方和函数,并画散点图和折线图
```pythonimport matplotlib.pyplot as plt#乘方和函数,对应结果放在array数组中def compute_s_n(num): count = 0; sum = 0; ArrForRes = []; ArrForCount = []; while abs(num) >= count: ...原创 2020-03-14 22:07:04 · 340 阅读 · 0 评论 -
python,关于密集向量和稀疏向量
函数定义:#a)写一个添加两个(密集的)向量的函数import random#a).写一个函数生成两个密集向量def fun1(n) : list1 = [] list2 = [] for i in range(n): list1.append(random.randint(0,100)) list2.appe...原创 2019-05-12 00:42:14 · 1715 阅读 · 0 评论 -
python,文本分析
一:文件读取(默认读取.py文件所在的目录)记得将当前目录设置为文件目录(spyder编译器的右上角,本人用spyder)filename = input('请输入你的文件名--------------- ')file = open(filename + '.txt')try: for eachline in file: print(eachline...原创 2019-05-12 00:30:32 · 1730 阅读 · 0 评论