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sparse_coding
- .Sparse coding algorithm.We can also apply it onefficient sparse coding algorithm to a new machine learning framework called "self-taught learning", where we are given a small amount of labeled data for a supervised learning task, and lots of additio
quantizationandperiodograms
- Plot the periodograms of the random data line codes and to multiply fft output with sampling time to make it similar to the analog counterpart. task 1 and 2 are about quantization
Extended_KF
- 这个zip文件中包含的原则和双方的扩展卡尔曼滤波（EKF）和全球定位系统（GPS）算法简要说明。它的主要目的是提供一个相对容易实现的扩展卡尔曼滤波，在我们使用的输入函数的形式，而不是禁止函数处理符号表达式。它也可作为一个简要介绍了卡尔曼滤波算法GPS和学习它的意思。在为EKF的例子，我们提供的原始资料，同时使用的定位扩展卡尔曼滤波和最小二乘法的任务和解决方案。 有四个M文件和两个数据文件。 Extended_KF.m包含EKF的函数体。另一些功能和GPS的示例数据文件。-This zip f
matlab_sin
- 该程序主要是利用matlab采集一个正弦波信号，这个正弦信号时加偏置的，然后将其转换成16进制，最后输出到txt文本当中。-In order to finish this task that we should be used for matlab program that it can let a sin. signal convert to hexadecimal and this singal add offset.The data ouput to txt.
WS07_Task4
- Task for WS4. Blank solution. manual. need to insert data. bucket 1, bucket 2, bucket 3.
Locally-Weighted-Regression
- Locally weighted regression (LWR) is a memory-based method that performs a regression around a point of interest using only training data that are ``local to that point. One recent study demonstrated that LWR was suitable for real-time control by con
latpart
- Latin-partition主要是一种交叉验证方法，由professor Peter及其课题组开发，用于模型的稳定性和有效性验证评价,，可以作为自助多次重复划分校正集和验证集，避免重复随机数据集建模所产生的不可靠性。-Latin-partition is primarily a cross-validation method, professor Peter and developed by the Task Force for the stability and validity evalu
demofun
- This a simple demo, solving a simple regression task using LS-SVMlab. A dataset is constructed in the right formatting. The data are represented as matrices where each row contains one datapoint. In order to make an LS-SVM model, we need 2 extra para
TDSR-LATEST-CODE
- The reliable data delivery is a challenging task in Wireless Sensor Networks (WSNs) due to dynamic and unpredictable changing behaviors of nodes. The traditional cryptographic and authentication based schemes can’t be adopted due to their associated
TAODV-LATEST-CODE
- The reliable data delivery is a challenging task in Wireless Sensor Networks (WSNs) due to dynamic and unpredictable changing behaviors of nodes. The traditional cryptographic and authentication based schemes can’t be adopted due to their associated
chapter04
- 初步认识回归函数的原理，将数据进行训练，测试，完成预测任务(Preliminary understanding of the principle of regression function, data training, testing, to complete the task of prediction)
Deep-ADMM-Net-master
- Net is defined over a data flow graph, which is derived from the iterative pro- cedures in Alternating Direction Method of Multipliers (ADMM) algorithm for optimizing a CS-based MRI model. In the training phase, all parameters of the net, e.g., im
mtl_feat
- 在多任务学习中，当这些任务是相关的，联合的任务学习应该比单独学习每个任务的效果好，特别当每个任务的数据相当少的时候，在这种情况下，独自学习是很不成功的。(In multitask learning, when these tasks are related, joint task learning should be better than learning each task individually, especially when the data of each task is quit