资源列表
机器学习_周志华
- 号称机器学习人手必备一本的“西瓜书”，讲解通俗易懂(Known as machine learning manpower necessary book "watermelon book", explain popular easy to understand)
机器学习实战
- 机器学习结合Python的参考资料书，理论与实践结合，评价很好(Machine learning combined with Python reference books, theory and practice combined, evaluation is very good)
机器学习中的矩阵和求导
- 机器学习中涉及大量的矩阵论相关知识与问题，此资料有助于程序员理解解决相关问题(Machine learning involves a large number of matrix theory related knowledge and problems, this information helps programmers understand and solve related problems)
dbscan
- 聚类分析 DBASCAN算法是基于密度的分类方法(Clustering Analysis The DBASCAN algorithm is a density-based classification method)
GA
- 遗传算法求极小值，用一个函数为例求解极小值(Minimum value of genetic algorithm,use a function as an example to solve)
trainvaltxtproduct
- 创建训练和验证集。在数据集中，使用脚本语言自动创建(Creating training and validation sets)
hata
- a simple simulation of hata model
Crack
- The Crack can be used to download the MATLAB 2017b. there is also link in other file.
ID_2501_SAR-EDU_Lesson_Radargrammetry
- Lesson on Radargrammetry and dem generation
liste-double
- Liste doublement chainee
gcForest-master
- python3.0环境下实现gcforest用于分类(Implementation of gcforest for classification in python3.0 environment)
qpso
- 参数寻优算法，基于pso进行改进的避免陷入局部最小值等的优化算法(Parameter optimization algorithm is improved based on PSO)