资源列表
TensorFlow tf.data 导入数据（tf
- tensorflow 数据集的建立方法与实战应用 数据集建立的四种方法 技巧和需要注意的关键点(Tensorflow data set establishment method and practical application Data set four methods Tips and key points to pay attention to)
Genetic-Algorithm-with-python-master
- 修复人缺失图像Genetic-Algorithm-with-python-master(Genetic-Algorithm-with-python-master)
RNN语音识别
- 基于深度学习平台tensorflow，利用RNN网络进行语音识别实例代码，希望对大家有帮助(Based on the deep learning platform tensorflow, the RNN network is used to carry out the speech recognition instance code, hoping to be helpful to everyone)
rnn文字识别
- 基于深度学习平台tensorflow，利用RNN进行文字识别实例，(Based on the deep learning platform tensorflow, RNN is used for text recognition.)
tick
- 采用卡尔曼滤波的方法对两只股票走势相近的股票进行预测，进行低买高卖的操作，从中获利。(Kalman filter method is used to predict two stocks with similar trend, and the operation of buying low and selling high is carried out to profit from it.)
ALEXNET
- 搭建的一个AlexNet的网络结构，包含原始AlexNet的最基本结构，使用的数据集为mnist，所以对其中的参数做出较小的修改，搭建网络方式比较典型，可根据范例结构自行扩展（包括原始mnist数据）(Build an AlexNet network structure, including the most basic structure of the original AlexNet, using a data set of mnist, so the parameters of the s
SVM做图片处理
- 使用SVM算法对CIFAR-10图片数据集进行分类，包括模型的训练，测试和参数的调优(Using SVM algorithm to classify CIFAR-10 image data sets, including model training, testing and parameter tuning)
DNN
- 利用python3完整实现DNN，包括前向传播和反向传播。实现一个2次函数的拟合。(Complete implementation of DNN using python3, including forward propagation and reverse propagation. Implement a quadratic function fitting.)
sa_bp
- 基于模拟退火算法对BP神经网络进行的改进，有效提高了精度和迭代速度。(The improvement of BP neural network based on simulated annealing algorithm effectively improves the accuracy and speed of iteration.)
Ch04
- 贝叶斯算法使用python ,内含测试数据文件，数据为多个txt格式的邮件文件。(The bayesian algorithm USES python, which contains test data files that are multiple mail files in TXT format.)
7-9
- 分别介绍了概率与数理统计概述、统计估计、假设检验、方差分析、回归分析、正交试验分析、聚类分析、判别分析和多元数据相关分析等内容，理论与实践相结合，向读者演示了matlab在数理统计中的应用。(It respectively introduces the outline of probability and mathematical statistics, statistical estimation, hypothesis test, variance analysis, regression
dskpla
- MATLAB的函数、算法基本库和实例。 里面包含大量的运算函数，基本可以直接调用使用，提高效率(MATLAB function, algorithm base library and examples. It contains a lot of operation functions, which can be called directly to improve efficiency)