资源列表
sudoku
- 可以计算数独，根据有限的数字计算出数独中其他的数字(Sudoku can be calculated, according to the limited number of Sudoku to calculate other numbers)
SVMRFE2
- 用于SVM降维，可以对维度的重要性进行评价(For dimensionality reduction in SVM, the importance of dimensionality can be evaluated)
cnn_tutorial
- 卷积神经网络 理论推导（Notes on Convolutional Neural Networks）(discusses the derivation and implementation of convolutional neural networks)
trees
- 用PYTHON实现的决策树算法，简单明了，结构清晰(decision tree by python)
12864xianshi
- 12864显示汉字,用于初学者学习液晶屏初始化，读命令、写命令等技能的掌握(12864 can displays words of Chinese)
25neural_network
- 人工神经网络是一种模仿动物神经网络行为特征，进行分布式并行信息处理的算法数学模型。因此本程序对于人工神经网络的一些运用(Case 1 BP neural network data classification - voice feature signal classification Case 2 Nonlinear Modeling of BP Neural Network - Nonlinear Function Fitting)
酸度
- 编写隶属度函数，对液体（如醋、葡萄酒、白酒）酸度的分析(Write the membership functions of the analysis of liquid such as vinegar, wine liquor acidity)
spline3
- 新的三次样条差值算法，采用边界条件对数据进行插值，精度非常高(New three spline difference algorithm)
SVM
- Support Vector Machine
suanfa
- 最优化方法\Cholesky分解.cpp 最优化方法\二阶导数计算.cpp 最优化方法\信赖域牛顿法.cpp 最优化方法\共轭梯度法.cpp 最优化方法\强迫正定Cholesky分解.cpp 最优化方法\直接法一维收索.cpp 最优化方法\解析法一维收索.cpp(\Cholesky decomposition of optimization methods.Cpp Optimization method [two order derivative calculation
算法大全
- 各类经典算法，适用于人工智能、机器学习等应用场景。(All kinds of classic algorithms, applied to artificial intelligence, machine learning and other application scenarios.)
GA_BP
- 用遗传算法优化BP神经网络，得到跟精确训练的网络，更加准确的进行拟合，校正，样本预测。(The BP neural network is optimized by genetic algorithm, and the network with accurate training is more accurate, fitting, correcting and forecasting samples.)