资源列表
tensorflow-master
- Tensorflow源代码,可以很好的理解深度学习的运行机制,帮助更好的实现分类与回归算法。(Tensorflow source code, can be a good understanding of the operation mechanism of in-depth learning, to help better achieve classification and regression algorithm.)
Matlab小波分析(第2版)张德丰 源代码
- MATLAB小波分析,张德丰的第二版,很厚代码很全的(This book introduces the basic principles of the wavelet analysis and classification and its application in image processing.Moreover, some digital signal processing methods which are wavelet analysis and digital filtering
史蒂芬森迭代法
- 数值分析求解程序,适用于工科学生数值分析学习matlab程序(Numerical analysis solution procedure, suitable for engineering students numerical analysis learning matlab program)
Q-learning
- 强化学习的核心算法,Q-table,应用动作值函数对动作的Q值进行更新来找到最优策略。(The core algorithm of reinforcement learning, Q-table, uses action value function to update the Q value of actions to find the optimal strategy.)
gailvjifen
- 概率积分函数计算矿区沉陷,并作出三维图和等值线图(The probability integral function is used to calculate the mining subsidence and make the three-dimensional map and contour map.)
pandas
- pandas手册,很实用,不懂的直接查这本书(pandas handbook,if you have any problems ,you can look it up in this book)
mhoii88
- 建立routh阵列表的函数,建立胡尔维茨的函数,是判定系统稳定性的很好工具,,(Establishing the routh array table function, constructing hurwitz function, is a good tool, determine the stability of the system is,)
JAVA-PSO-master
- 一个简单实现的粒子群优化算法pso测试程序,输出粒子最优解,迭代50次后得到最终结果。( U4E00 u4E2 u5B3 u5B0 u5B9 u7B0 u7B0 u7B0 U89E3 uFF0C u8FED u4EE350 u6B21 u540E u5F97 u5230 u6700 u7EC8 u7ED3 u679C u3002)
nichingparticle-swarm-optimization
- 粒子群优化算起源于对鸟群、鱼群以及对某些社会行为的模拟,是一种基于群体智能的进化计算技术。而小生境技术则起源于遗传算法,这种方法能使基于群体的随机优化算法形成物种,从而使相应的优化算法具有发现多个最优解的能力。而多分类器集成技术则是通过多个分类器进行某种组合来决定最终的分类,以取得比单个分类器更好的性能。多分类器集成技术要求基元分类器不仅个体性能要好并且其差异度要大,这与小生境技术形成物种的能力具有很多内在的相似性。目前己经有研究者将小生境技术应用于多分类器集成,但由于传统的小生境技术仍然不完善
convex-optimization
- 权威凸优化学习资料,清华大学研究生课程资料。(Authority convex optimization learning materials, Tsinghua University graduate course materials.)
SVM
- 数据挖掘常用算法 支持向量机的简单实例,使用该方法来进行数据分类(SVM code example)
beihangshuzhifenxidazuoye
- 北航数值分析大作业,可以作为参考,希望对有需要的人能能有所帮助(Northern numerical analysis a big job ,Can be used as reference, can be helpful to people in need )
