资源列表
VMD+BNN
- 长短时记忆网络，风速预测，LSTM,神经网络(WIND PREDICTION,lstm,long and short)
xinzang
- 心脏三维图，心脏图，matlab案例，表白(Three dimensional cardiogram)
数据挖掘导论 完整版
- 讲解数据挖掘中用到的基本算法，描述了算法的数学原理，以及实际应用(Explain the basic algorithm used in data mining, describe the mathematical principle of the algorithm, and practical application)
图像恢复与重建算法SALSA算法
- 本代码可以利用SALSA算法对信号进行稀疏分离，并且可以去的良好的分离效果，对于做稀疏分离的有很大用处
ABC
- 人工蜂群算法，带测试函数，可编译，好用。(Artificial bee colony algorithm, with test function, can compile, easy to use.)
路径规划
- D Star算法，Matlab实现，主要解决移动机器人路径规划Matlab环境下仿真
FCMADDPG
- 基于深度强化学习的编队控制使用MADDPG算法(Formation control based on deep reinforcement learning)
Solomon标准数据
- 用于测试车辆路径问题的Solomon标准数据，全面56个，方便各位研究者下载研究测试(There are 56 standard Solomon data for testing vehicle routing problem, which is convenient for researchers to download and test)
xgboost 代码 + 课件
- XGboost的教程和代码，网上是收费的课程，特别的好。(Xgboost tutorial and code, online is a fee based course, especially good.)
hillplot
- 选取阈值 极值分析 广义Patero阈值确定(Selecting threshold extremum to analyze the determination of generalized patero threshold)
cohesive_test
- 用于在abaqus中定义cohesive单元的本构行为，通过uel去进行二次开发(It is used to define constitutive behavior of cohesive unit in ABAQUs; moreover, uel is employed to develop cohesive unit)
DBN
- 基于Tensorflow的典型深度学习模型-深度置信网络预测程序，方便拓展，测试文件在test文件夹下(The typical deep learning model based on tensorflow deep confidence network prediction program is easy to expand, with case data attached, and the test file is in the test folder)