skywalker1990's repositories
DensityPeakCluster
A cluster framework for 'Clustering by fast search and find of density peaks' in science 2014.
hao
好东西传送门
junto
This toolkit consists of implementations of various graph-based semi-supervised learning (SSL) algorithms. Currently, three algorithms are implemented: Gaussian Random Fields (GRF), Adsorption, and Modified Adsorption (MAD). Junto also contains Hadoop-based implementations of these three algorithms.
Learning-SICP
《计算机程序的构造和解释》公开课中文化项目。
leetcode
LeetCode题解，150道题完整版
occlusiontracking
Thesis @ UCL
phd-thesis
Repository of my thesis "Understanding Random Forests"
pkuthss
LaTeX template for dissertations in Peking University
pmtk3
Probabilistic Modeling Toolkit for Matlab/Octave.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Qix
Node.Js、Golang、Machine Learning、PostgreSQL、Deep Learning
scikit-learn
scikit-learn: machine learning in Python
stat212b
Topics Course on Deep Learning UC Berkeley
The-Art-Of-Programming-By-July
此为《程序员编程艺术：面试和算法心得》的初稿，于14年6月转移到Word上优化，纸质版15年上市
tornado
Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
UMD-courses
Course homepages for courses that I've taught at the University of Maryland
xgboost
Large-scale and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, on single node, hadoop yarn and more.