资源列表
literature
- 对采集的专家文献进行分类的一个自写的Java代码-The collection of the expert literature to classify a self written Java code
NLPLibSVM
- libsvm分词训练集的java版本。包括libsvm.jar以及训练集样本-Libsvm version of the Java word segmentation training set. Including libsvm.jar and training set samples
minhash
- minhash的论文。mihash算法是常用的算法。-Minhash papers. Mihash algorithm is a common algorithm.
JITPLS
- 自己编写的Jist-in-time PLS,利用与待估计样本最相似的若干历史样本，建立PLS回归模型，改善模型泛化能力，包含数据，直接运行，亲测可用。-I have written Jist-in-time PLS, utilization and estimated to be most similar to sample a number of historical samples, PLS regression model to establish and improve the mode
GPR
- 利用高斯过程回归建立软测量模型，主程序名为OnlineStage.m,包含数据，可以直接运行，亲测可用。-Gaussian process regression soft sensor model, the main program named OnlineStage.m, contains data that can be run directly, pro-test available.
PLS
- 带注释的PLS实例，包含数据，可直接运行。-PLS annotated examples, including data, can be directly run.
AI-Naive
- 利用Python实现朴素贝叶斯分类方法。实现程序具有普适性，同时附带测试数据。可以直接运行。-Python implementations utilizing Naive Bayes classification. Achieve universal program has also included with the test data. It can be run directly.
kalman
- 使用卡尔曼滤波进行位置预测，一共两种方法-Kalman filter location prediction
HMM_Timing-master
- HMM in R apply to chinese stocks
fastICA
- 快速ICA程序，打开直接进入ICA界面，导入数据即可进行计算-Fast ICA program, open directly into the ICA interface, you can import data to calculate
machineLearning_R
- 机器学习入门很好的代码，以电子商务案例进行实践，使用R语言实现-Getting good code machine learning, e-commerce case to practice using the R language
digit_recognizer_knn
- kaggle竞赛 数字识别 knn算法（不含数据）-kaggle contest knn digital identification algorithm (excluding data)