资源列表
libsvm-mat-2.89-3-[farutoFinalVersion]
- 利用SVM进行数据的分类实验，实现数据的分类处理(The classification experiment of data is carried out by SVM, and the classification of data is realized)
bayes
- 自己书写的一段机器学习的朴素贝叶斯算法，基于Python实现(The Implementation of Bayes Algorithm in Python)
brazilian_coffee_dataset
- brazilian coffee scene 数据集(brazilian coffee scene dataset)
数据挖掘2
- 本实验文档包括了数据挖掘的分类算法，FP-growth和Apriori 算法的java程序设计实现。(This report is about the classification algorithm, it contains FP-growth algorithm and Apriori algorithm.)
数据挖掘3
- 本实验主要包括了数据挖掘的ID3和 KNN算法。(This report is manily about the Data Mining algorithm, includes the ID3 algorithm and KNN algorithm.)
数据挖掘4
- 本实验主要涉及数据挖掘的实现 K-means和DBSCAN聚类算法,完成对中医数据的处理。(This report is mainly about the Data Mining algorithm, includes K-means and DBSCAN algorithm.)
cs231n assignment solutions
- 斯坦福深度学习公开课cs231n的前两次作业代码(1st and 2nd assignment of cs231n, stanford deep learning course)
crfStudy
- CRF学习 语言标注 自然语言处理 分类属性标注信息学习(CRF learning language annotation Natural Language Processing classification attribute annotation information learning)
JavaCNN-49
- CNN的java版本，代码可直接使用，已调通，欢迎大家学习使用。(The Java version of CNN, the code can be used directly)
neural network codes
- Neural network codes
Optimization and KKT conditions
- 由复旦大学经济学院中国经济研究中心冯曲编写的最优化与KKT条件一书(The best book of optimization and KKT conditions written by Feng Qu, the center of Economic Research of Fudan University, China Economic Research Center)
DNI-tensorflow
- Decoupled Neural Interfaces Using Synthetic Gradients