资源列表
BF
- ldpc码的比特反转译码算法利用C语言实现，虽然简单但比较完整(The bit inversion decoding algorithm of LDPC code is implemented in C language, which is simple but complete.)
重要-SARSA
- 强化学习的一种，基于sarsa算法，寻找最优路径，可运行(One kind of reinforcement learning, based on sarsa algorithm, seeks the optimal path, which can run)
BPNeuralNetwork
- 用bp算法实现模式识别，模式识别课程小作业(Pattern recognition based on BP algorithm)
BN例子
- 贝叶斯网络应用的一个例子，吸烟患病模型 1建立贝叶斯网络结构并制定条件概率表 2画出建立好的贝叶斯网络 3输入证据,进行推理 4显示推理结果(An example of a Bayesian network application, the smoking model 1 Establish a Bayesian network structure and establish a conditional probability table 2 draw a well-establis
data
- 数据单一分类，svm和lstm两种，可以简单用于测试(data classification)
lasso
- 线性回归里的最小二乘估计，以及应用坐标下降的岭回归和Lasso的回归的python实现(Ridge regression and Lasso regression)
precdict
- 基于神经网络对癌症的预测 预测结果 多特征线性回归预测癌症(Prediction of Cancer Based on Neural Network Multi-feature Linear Regression)
tensorflow-mnist
- 改进了官方的MNIST进阶demo，准确率提升。(The official MINIST advanced demo is improved and the accuracy is improved.)
bp_mnist
- matlab写的bp神经网络对mnist数据集进行学习分类(Learning and classification of MNIST data sets based on BP neural network written by MATLAB)
convolutional_network
- 用tensorflow搭建卷积神经网络实现手写数据集的识别(Recognition of Handwritten Data Set by Constructing Convolutional Neural Network with Tenorflow)
85375562RBF_0317
- 径向基（RBF）神经网络进行剩余寿命预测,绝对可运行！(Radial Basis Function (RBF) neural network to predict the remaining life)
Cnn_train_rollingball
- 卷积神经网络实现CWRU滚动轴承数据集故障分类(Fault classification of volume and network)