资源列表
BP4
- 这是一个可运行的三层前向神经网络，基于梯度下降算法的，很标准，也很经典，程序很规范，还有注释。-This is a three-run forward neural network, based on the gradient descent algorithm, very standard, very classic, very standardized procedures, as well as comments.
SLPSO_C
- Implementation of a social learning PSO (SL-PSO) for scalable optimization See the details of SL-PSO in the following paper R. Cheng and Y. Jin, A Social Learning Particle Swarm Optimization Algorithm for Scalable Pptimization, -Implementatio
gabasedonmatlab
- ga 基于matlab，遗传算法，两点交叉，二进制编码，可显示中间过程。-ga based on matlab
Adaboosting
- Adaboosting算法的python实现，并在数据集上进行测试-Adaboosting algorithm Python implementation, and tested in a data set
fpGrowth
- 经典FP-tree 算法的优化，纯python 实现，适用于频繁模式的挖掘和关联规则的发现-Optimization of classical FP-tree algorithm, pure Python implementation, suitable for mining frequent pattern and association rule discovery
ufldl_tutorial-master
- 神经网络的纯python实现，完美复现了Andrew Ng的课件内容-Neural network realization of pure python, perfect reproduction of courseware content Andrew Ng
MNIST_theano
- 利用theano库完成MNIST手写识别，包括稀疏自编码机，多层感知机，卷积神经网络-using the theano to complete the handwriting congnization in MNIST ,include Denoising AutoEncoder,MLP,Convolution Neutral Network.
rent
- 长江游艇俱乐部在长江上设置了n个游艇出租站1，2，…，n。游客可在这些游艇出租站租用游艇，并在下游的任何一个游艇出租站归还游艇。游艇出租站i到游艇出租站j之间的租金为r(I,j),1 i<j n。试设计一个算法，计算出从游艇出租站1到游艇出租站n所需的最少租金。该算法考虑了几乎所有可能的错误输入以及应对方式，对已有的游艇算法进行了多方面的改进。-Yangtze River Yacht Club, set up in the Yangtze River n yac
NLS
- 脉冲星相位估计的最小二乘法，读取轮廓数据，生成光子到达时间TOAs，最小二乘求解相位。-NLS,phase estimation of pulsar navigation systems,read pulsar profiles.generation TOAs
PNN3
- 一个有关PNN的具体算例程序，用MATLAB来开发的 -A PNN example program, used to develop MATLAB
lfr
- 网络数据挖掘中用于研究重叠社团发现算法性能的基准网络，代码很详细。-This is used for uating the implmentation of a overlapping community detection algorithm.
SMRS_v1.0
- 稀疏人脸识别,来至论文Robust Face Recognition via Sparse Representation-Robust Face Recognition via Sparse Representation