skywalker1990 Goto Github PK

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

skywalker-vim

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.

you-get

:arrow_double_down: Dumb downloader that scrapes the web