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2-columns-resume-css

A simple, modern-looking, one page, two columns CSS template for Markdown resume

academic

accelerating-cnn-with-fpga

This project accelerates CNN computation with the help of FPGA, for more than 50x speed-up compared with CPU.

artificial-intelligence-terminology-database

The English-Chinese paired terminologies in Artificial Intelligence Domain

awesome-public-datasets

A topic-centric list of HQ open datasets.

binarydataset

MATLAB code for 2D or 3D binary dataset for classification.

copytranslator

Foreign language reading and translation assistant based on copy and translate.

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

CVXOPT -- Python Software for Convex Optimization

cvxopt-matlab

MATLAB interface to CVXOPT

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

decision-boundaries-visualization-of-svdd-libsvm-3.23

Decision Boundaries Visualization of SVDD (libsvm-3.23)

deeplearningpython35

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

gaussian-process-regression

Gaussian Process Regression using GPML toolbox

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.

jasminum

A Zotero add-on to retrive CNKI meta data. 一个简单的Zotero 插件，用于拉取CNKI文献题录信息

kpca-matlab

MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analysis (KPCA).

libsvm

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]

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

matconvnet

MatConvNet: CNNs for MATLAB

matlab-gan

MATLAB implementations of Generative Adversarial Networks -- from GAN to Pixel2Pixel, CycleGAN

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.

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

oc-cnn

one-python

We don't need a lot of libraries. We just need the best ones. | Unofficial recommended first choice.

pipecnn

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

prmlt

Matlab code for machine learning algorithms in book PRML