本文实例为大家分享了python绘制高斯曲线的具体代码，供大家参考，具体内容如下

源码：

import numpy as npimport matplotlib.pyplot as pltimport mathimport mpl_toolkits.mplot3dimport tensorflow.compat.v1 as tftf.disable_v2_behavior()#import tensorflow as tffrom sklearn import datasetssess = tf.InteractiveSession()gamma = tf.constant(-1.0)x, y = np.mgrid[-2:2:0.01, -2:2:0.01]x_data = tf.placeholder(shape=[400, 400], dtype=tf.float32)y_data = tf.placeholder(shape=[400, 400], dtype=tf.float32)Kernel = tf.exp(tf.multiply(gamma, tf.add((x_data*x_data),(y_data*y_data))))Kernel = sess.run(Kernel, feed_dict={x_data: x,y_data: y})ax = plt.subplot(111, projection='3d')ax.plot_surface(x, y, Kernel, rstride=1, cstride=1, cmap='rainbow', alpha=0.9)#绘面ax.set_xlabel('x')ax.set_ylabel('y')ax.set_zlabel('Kernel')plt.show()

效果图：

以上就是本文的全部内容，希望对大家的学习有所帮助，也希望大家多多支持。