资源列表
EM 算法
- 用EM算法求解高斯混合模型并可视化，数据是男女生的身高分布，前提是初始化男女生身高各自的均值和方差和比例，然后由EM算法求解，男女生身高的均值方差，以拟合数据。(The EM algorithm is used to solve the Gauss mixture model and visualize. The data is the height distribution of male and female. The premise is to initialize the mean, v
TensorFlow股票预测
- 利用TensorFlow和股票历史数据，进行数据挖掘，深度学习建模，实现对股票未来走势的预测(Using TensorFlow and stock historical data, data mining and deep learning modeling are used to predict the future trend of stocks.)
专利文本分类
- 对大量的专利文本文件进行处理，然后利用机器学习的算法进行挖掘，实现对专利的分类(A large number of patent text files are processed, and then machine learning algorithm is used for mining.)
ts
- 文本情感分析，对评论进行积极向以及消极向计分，判断评论文本情感极性。(sentiment analysis,comment score.)
gfftogenebank
- 转换GFF文件to genbank格式文件。(Convert GFF files to genbank format files.)
apriori
- apriori算法，matlab，大数据挖掘(The libsvm used for handwritten digit recognition, data uci . You can go to uci datasets sites directly download semeion.data. The data can be called directly after putting into the folder.)
Stacking
- Staking算法，模型融合的一种算法，可以取得比任意用于融合的模型都更好的效果(Staking algorithm, an algorithm for the integration of the model, you can achieve better than any model for the integration of the effect)
MATLAB_SMOTE
- SMOTE插值算法，补全数据的不平衡性。(SMOTE interpolation algorithm to complete the imbalance of data.)
LDA_ FDA_with_tutorial
- LDA降维是常用的降维手段之一，是常用的有监督学习降维工具。这个文件对其产生W后的使用进行了简要说明，使用W进行最终的降维可以得到十分漂亮的分析结果（在数据分布符合假设分析的情况下。）(LDA dimension reduction is one of the commonly used dimensionality reduction methods. It is a commonly used supervised learning dimensionality reduction tool
MF-DFA-master
- 多重分形去趋势波动分析法，用于不同时间序列的重分形交叉相关性分析。(Multifractal detrended fluctuation analysis)
多重分形去趋势波动分析模型
- 用于不同时间序列的重分形交叉相关性分析的多重分形去趋势交叉相关模型，整合了多重分形去趋势交叉相关系数于其中(A multifractal de-trend cross-correlation model for multifractal cross-correlation analysis of different time series is proposed, in which multifractal de-trend cross-correlation coefficients are
oor-Classification-Classification
- BP网络的应用： BP神经网络用于分类与回归, 使用matlab打开(Application of BP Network: BP Neural Network is used for Classification and regression, matlab is used to Open)