▍1. RIS+UAV+DQN-Simulation
说明: 深度增强学习优化无人机航迹, 让无人机实现通信和计算任务(UAV trajectory optimization using deep reinforcement learning)
说明: 深度增强学习优化无人机航迹, 让无人机实现通信和计算任务(UAV trajectory optimization using deep reinforcement learning)
cohesive单元资料,可以用于cohesibe单元的分析,便于学习abaqus相关内容(cohesive elsment fenxixuexi)
说明: 基于Python的BS公式计算期权的隐含波动率(Calculation of implied volatility of options based on BS formula of Python)
说明: 使用pytorch实现长短期记忆人工神经网络。(Using Python to realize lstm artificial neural network.)
说明: 三轴代码颗粒流问题是众多工农业生产领域中的常见问题,然而人 们至今对颗粒流机理认识不深。目前一种基于离散元的数值模拟方 法被用以模拟和分析颗粒流问题,研究实践表明该方法是散体力学 分析的一种有效的工具,PFC 3d离散单元法在岩土工程真三轴中使用广泛。(Particle flow is a common problem in many fields of industrial and agricultural production Up to now, the mechanism of particle flow is not well understood. A numerical simulation method based on discrete element The method is used to simulate and analyze particle flow problems. The research practice shows that the method is granular mechanics PFC 3D discrete element method is an effective tool for analysis, which is widely used in true triaxial analysis of geotechnical engineering.)
说明: 实现Densenet、Resnet基于Tnsorflow,可以参考学习(Implemention of Densenet and Resnet)
说明: 基于卷积神经网络的信号分类!识别率很高,速度很快(Signal classification based on convolutional neural network)
说明: 学会如何用python对cvs数据进行统计(Learn how to use Python to count CVS data)
说明: python制作图书管理系统,包含查找、增加、借阅和归还功能。(Python makes the book management system, including the functions of searching, adding, borrowing and returning.)
说明: 通过pip 安装即可使用VMD分解,包含实例。安装指导(Through PIP installation, VMD decomposition can be used, including instances. Installation instruction)
利用LSTM 生成时间曲线, 然后利用实际值与预测值进行比较,查看结果好坏(use LSTM generate new time series, and compare the prediction with target to see if the result is good or not.)
说明: LSTM 作为预测模型,使用贝叶斯优化算法来实现股票预测的功能(LSTM as a prediction model, uses Bayesian optimization algorithm to achieve the function of stock forecasting)
双向LSTM在单变量时间序列预测中的应用(Application of Bidirectional LSTM in Single Variable Time Series Prediction)
说明: 双向LSTM在单变量时间序列预测中的应用(Application of Bidirectional LSTM in Single Variable Time Series Prediction)
说明: 利用LSTM算法预测沪深指数,属于LSTM最基本的算法,可以帮助初学者理解(Prediction of Shanghai and Shenzhen index using LSTM algorithm)
说明: LSTM模型进行股票预测,时间序列预测,LSTM算法(300ETF stock predict by LSTM model)
python qt 快速编程的中文原版使用手册(using qt with pyhton)
说明: python qt 快速编程的中文原版使用手册(using qt with pyhton)