Pinned Repositories
Decision-Boundaries-Visualization-of-SVDD-libsvm-3.23
Decision Boundaries Visualization of SVDD (libsvm-3.23)
Gaussian-Process-Regression
Gaussian Process Regression using GPML toolbox
KPCA-MATLAB
MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analysis (KPCA).
Matlab-GAN
MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
RVM-MATLAB
MATLAB code for Relevance Vector Machine using SB2_Release_200.
SVDD-MATLAB
MATLAB Code for abnormal detection using Support Vector Data Description (SVDD).
SVDD-Python
Python code for abnormal detection using Support Vector Data Description (SVDD)
SVM-and-Machine-Learning
This is an one class classification problem, which is based on support vecter domain description （SVDD）and Sequential minimal optimization（SMO）algorithm. This work has been tested on pubilc data set, like Iris data set from http://archive.ics.uci.edu/ml/datasets/Iris.
ZoomPlot-MATLAB
MATLAB Code for Interactive Magnification of Customized Regions.
iqiukp's Repositories
iqiukp/Decision-Boundaries-Visualization-of-SVDD-libsvm-3.23
Decision Boundaries Visualization of SVDD (libsvm-3.23)
iqiukp/SVM-and-Machine-Learning
This is an one class classification problem, which is based on support vecter domain description （SVDD）and Sequential minimal optimization（SMO）algorithm. This work has been tested on pubilc data set, like Iris data set from http://archive.ics.uci.edu/ml/datasets/Iris.
iqiukp/semi-supervised-GAN
There is the semi-supervised implement of 'Improved Techniques for Training GANs '
iqiukp/CS231n-2017-Summary
After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.
iqiukp/cvxopt-matlab
MATLAB interface to CVXOPT
iqiukp/DeepLearningPython35
neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support
iqiukp/gcForest
This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'
iqiukp/generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
iqiukp/libsvm
iqiukp/Lihang
Statistical learning methods, 统计学习方法 [李航] 值得反复读. [笔记, 代码, notebook, 参考文献, Errata]
iqiukp/matconvnet
MatConvNet: CNNs for MATLAB
iqiukp/matlab-schemes
A collection of color schemes for MATLAB
iqiukp/MBeautifier
MBeautifier is a MATLAB source code formatter, beautifier. It can be used directly in the MATLAB Editor and it is configurable.
iqiukp/oc-cnn
iqiukp/one-python
We don't need a lot of libraries. We just need the best ones. | Unofficial recommended first choice.