写一个python卷积神经网络预测彩票中奖号码脚本
时间: 2023-03-15 22:33:41 浏览: 242
基于CNN(卷积神经网络)的时间序列预测python-源码
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我可以提供一个简单的python示例,用于预测彩票中奖号码:import numpy as np
from keras.models import Sequential
from keras.layers import Dense, Dropout, Activation, Flatten
from keras.layers import Convolution2D, MaxPooling2D# 定义模型
model = Sequential()
model.add(Convolution2D(32, (3, 3), activation='relu', input_shape=(6, 6, 1)))
model.add(MaxPooling2D(pool_size=(2,2)))
model.add(Flatten())
model.add(Dense(128, activation='relu'))
model.add(Dense(6, activation='softmax'))# 训练模型
model.compile(loss='categorical_crossentropy',
optimizer='adam',
metrics=['accuracy'])
model.fit(X_train, Y_train, batch_size=32, epochs=10, verbose=1)# 预测
predictions = model.predict(X_test)
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