资源列表
00363947pso-bp
- 一个简单的小例子,是关于pso与神经网络结合的。希望有用(A simple example is about the combination of PSO and neural network. Hope to be useful)
bp参数辨识
- 锂离子电池参数辨识,把各个参数作为bp神经网络的权重阀值进行学习(Parameter identification of lithium-ion batteries and learning of each parameter as the weight threshold of BP neural network)
chatbot
- 聊天机器人 原理: 严谨的说叫 ”基于深度学习的开放域生成对话模型“,框架为Keras(Tensorflow的高层包装),方案为主流的RNN(循环神经网络)的变种LSTM(长短期记忆网络)+seq2seq(序列到序列模型),外加算法Attention Mechanism(注意力机制),分词工具为jieba,UI为Tkinter,基于”青云“语料(10万+闲聊对话)训练。 运行环境:python3.6以上,Tensorflow,pandas,numpy,jieba。(Chat Robot
强化学习
- 使用强化学习实现策略梯度和和马尔科夫决策过程(Implementing Strategic Gradient Sum and Markov Decision Process with Reinforcement Learning)
GBM
- matlab 实现梯度提升决策树。用于能耗预测。(Matlab implements a gradient boosting decision tree. Used for energy forecasting.)
Matlab偏最小二乘法用于判别分析
- MATLAB偏最小二乘法用于判别分析,亲测可用(The partial least squares method of MATLAB is used for discriminant analysis, and the pro-test is available.)
DR_CNN_scripts
- 高光谱图像分类,利用CNN,里面有全套的流程,包括数据处理,样本生成,测试,精度评价。(hyperspectral image classification based on CNN)
2016-deep learning
- deep learning英文电子版pdf,深度学习不错的书籍(Deep learning English electronic PDF, good books for deep learning)
RRTs-master
- RRT算法应用于机械臂避障的过程中,具有良好的稳定性(RRT algorithm has good stability in the process of robot arm avoiding obstacles)
ADP冲冲冲
- 基于bp神经网络的adp小程序,无具体数值,需自行添加,包含actor网络和critic网络(The ADP program based on BP neural network has no specific value and needs to be added by itself, including actor network and critical network)
程序(分享)
- matalb2020a深度学习 学习程序整理,适合入门(matlab deeplearning toolbox my experience)
BPNN
- 很全的BPNN代码,还附有例子,方便大家一起学习,希望可以帮助到大家(Very complete code, additional examples, especially easy to understand)