资源列表
node2vec spark代码
- 实现了node2vec图数据的生成，可以进行node2vec图模型的训练
ADRC-master
- 详细写出了自抗扰算法具体实现和实现编程的方法(The realization and programming of ADRC algorithm are described in detail.)
SRCKF
- 实现了平方根容积卡尔曼滤波，十分好用，效果很好(This codes ultilize the srckf to filter something)
CEC2005
- CEC2005的matlab代码，演示文件，定义PDF,以及各种相关数据
python机器学习
- python机器学习Chapter1.4的示例代码。使用jupyter notebook。python2.
FullBNT-1.0.7
- 贝叶斯工具箱,本人亲测好用，用于复杂贝叶斯网求解。(Bayesian Tools boxes which can be used to complex Bayesian network)
海杂波
- # NRL Sea clutter model [Original 2012 paper](./a559494.pdf) by Mital and Gregers-Hansen A Matlab / GNU Octave program that generates plots vs. Frequency or Grazing angle. Use from Python via [Oct2Py](https://blink1073.github.io/oct2py/).
OFDM-SFBC IN MIMO
- OFDM-SFBC IN MIMO MATLAB源码(OFDM-SFBC IN MIMO Program)
14 基于主成分分析的图像压缩和重建
- 基于主成分分析的压缩和重建，适合初学者，程序可以运行(Compression and reconstruction of principal component analysis)
Huffman编码
- Huffman编码的仿真过程，附带注释，转载请标明原作者
粒子群算法求解机器人路径规划
- 粒子算法，轨迹规划参考，适用于无人驾驶，紧急避障等(Particle algorithm, trajectory planning reference, suitable for unmanned driving, emergency obstacle avoidance, etc)
GPS_IMU_Kalman_Filter-master
- 详细描述了通过卡尔曼滤波算法对GSP和imu数据进行融合(merge the gps and imu with the kalman)