Kepeng Qiu's repositories
Decision-Boundaries-Visualization-of-SVDD-libsvm-3.23
Decision Boundaries Visualization of SVDD (libsvm-3.23)
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.
semi-supervised-GAN
There is the semi-supervised implement of 'Improved Techniques for Training GANs '
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.
cvxopt-matlab
MATLAB interface to CVXOPT
DeepLearningPython35
neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support
gcForest
This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
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]
matconvnet
MatConvNet: CNNs for MATLAB
matlab-schemes
A collection of color schemes for MATLAB
MBeautifier
MBeautifier is a MATLAB source code formatter, beautifier. It can be used directly in the MATLAB Editor and it is configurable.
one-python
We don't need a lot of libraries. We just need the best ones. | Unofficial recommended first choice.