Andrew Ng教授的斯坦福大学机器学习课程作业
Assignments of Machine Learning Course created by Stanford University taught by Andrew Ng (2019-05-22, matlab, 0KB, 下载0次)
在没有标准库的情况下实现各种PGM的推理和学习算法。包括斯坦福大学提供的课程PGM专业的项目。
Implementation of inference and learning algorithms for various PGMs without standard libraries. Includes projects from the PGM specialization on Coursera offered by Stanford University. (2021-01-24, matlab, 0KB, 下载0次)
该存储库包含斯坦福大学机器学习课程的材料，Andrew NG是Coursera的讲师（包括所有作业的代码）
This repository contains materials from the Machine Learning course from Stanford University with Andrew NG as the lecturer at Coursera (including the code for all the assignments) (2021-11-01, matlab, 0KB, 下载0次)
Andrew Ng关于Coursera的斯坦福在线课程编程任务的机器学习算法
Machine Learning Algorithms for the programming tasks of Stanford online course from Andrew Ng on Coursera (2017-09-12, matlab, 0KB, 下载0次)
求解ForceBalance.png中所示的动态质量-弹簧-阻尼器系统的福克-普朗克方程，仅...
Solves the Fokker-Planck equation for the dynamic mass-spring-damper system illustrated in ForceBalance.png with only a single "substrate" interaction. This code can be used to verify the Modified Multibond Model numerical simulations when there is only one substrate interaction. A publication with a full explanation is nearing readiness for (2021-01-06, matlab, 149KB, 下载0次)
斯坦福大学的Curso机器学习，一个课程平台。重新定位连续...
Curso Machine Learning por la Universidad de Stanford, a través de la plataforma Coursera. Este repositorio contiene todos los ejercicios resueltos. <https://www.coursera.org/learn/machine-learning> (2018-12-30, matlab, 29651KB, 下载0次)
机器学习斯坦福大学，本课程对机器学习和统计模式识别进行了广泛的介绍。了解这两个...
This course provides a broad introduction to machine learning and statistical pattern recognition. Learn about both supervised and unsupervised learning as well as learning theory, reinforcement learning and control. Explore recent applications of machine learning and design and develop algorithms for machines. (2022-06-25, matlab, 138789KB, 下载0次)
Continuum_Robot_Dexterity，廖武，罗斯·克劳福德，乔纳森·罗伯茨。三个6自由度连续机器人结合同心桶的灵活性分析...
Liao Wu, Ross Crawford, Jonathan Roberts. Dexterity analysis of three 6-DOF continuum robots combining concentric tube mechanisms and cable driven mechanisms. IEEE Robotics and Automation Letters. 2017, 2(2): 514-521. (2021-08-23, matlab, 4KB, 下载0次)
neural-nets-101，只是玩一些基本的神经网络的东西，通过RBM短暂地进入深度学习
neural-nets-101,Just playing around with basic neural net stuff, with a brief sojourn into deep learning via RBMs (2012-11-27, matlab, 10527KB, 下载0次)
NBANeuralNet，一种在Matlab中构建和训练的神经网络。准确预测了个人玩家在比赛中的最终幻想得分...
A neural network built and trained in Matlab. Accurately predicted the final fantasy scores of individual players during NBA playoff games. I made $20 on drafktings! (2016-06-04, matlab, 5031KB, 下载0次)
斯坦福大学机器学习课程，主题包括：（i）监督学习（参数非参数算法，支持向量机，内核，神经网络...
Topics include: (i) Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks). (ii) Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning). (iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI). (2017-07-15, matlab, 31005KB, 下载0次)
我在斯坦福大学参加了吴恩达（Andrew Ng）的机器学习课程。关于我的家庭作业解决方案，请参阅名为“ex”的文件夹。我们...
I took part of Andrew Ng s Machine Learning class at Stanford. See folders called "/ex" for my homework solutions. We used Octave and Gnuplot to analyze and plot data. (2013-08-26, matlab, 10401KB, 下载0次)
斯坦福大学机器学习课程-，该课程对机器学习、数据挖掘和统计模式识别进行了广泛的介绍。主题...
This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition. Topics include: (i) Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks). (ii) Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning). (2018-01-21, matlab, 37041KB, 下载0次)
机器学习斯坦福课程，与本课程相关的项目库。包括：（i）监督学习（参数非参数...
Repository for projects I worked on related to this course. Includes: (i) Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks). (ii) Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning). (iii) Best practices in machine learning (bias/variance (2018-11-07, matlab, 29297KB, 下载0次)
ML斯坦福课程，课程描述：“机器学习是一门让计算机在没有明确编程的情况下发挥作用的科学。...
Course description: "Machine learning is the science of getting computers to act without being explicitly programmed. In the past decade, machine learning has given us self-driving cars, practical speech recognition, effective web search, and a vastly improved understanding of the human genome. Machine learning is so pervasive today that you (2020-10-25, matlab, 18259KB, 下载0次)
神经网络matlab算法，由于之前一份缺少主函数，不知道如何调用。此处添加了主函数试例，请参考。
The neural network matlab algorithm. Because the previous one lacks the main function, does not know how to call. The main function test example has been added here, please refer to it. (2018-08-15, matlab, 11KB, 下载1次)
王小川著《matlab神经网络43个案例方法分析》43个神经网络算法的案例程序，官方标准版 可调试运行
Case program of neural network algorithm (2017-12-25, matlab, 10536KB, 下载27次)
斯坦福深度学习教程中关于linear decoder 的练习代码，源代码中需要补全的地方，全部把代码补完整，把手写体识别的数据库放到路径下，可以直接运行
Stanford deep learning tutorial exercises on linear decoder code, source code need to fill all places, all the full complement of the code, the handwriting recognition into the path of a database, you can run directly (2013-06-21, matlab, 79KB, 下载56次)
http://deeplearning.stanford.edu/wiki/index.php/Exercise:PCA_and_Whitening斯坦福的深度学习的教程的练习，是关于数据预处理的
http://deeplearning.stanford.edu/wiki/index.php/Exercise:PCA_and_Whitening Stanford deep learning tutorial exercises about data preprocessing (2013-06-21, matlab, 3KB, 下载66次)
基于MATLAB软件的模糊神将玩过，通过对水质成分的输入实现水质的评价
Based on the input of the water quality ingredients to realize the evaluation of water quality (2012-11-28, matlab, 1KB, 下载5次)