PrimerLi

linear-programming

interior point method for linear programming

ID

身份证归属地信息表

maximum-entropy-method

Maximum entropy method with regulariztion term to suppress spurious spikes in resultant spectral functions

red_chamber_dream_network

红楼梦人物关系图

maxEntLambda

max entropy method in python, covariance matrix is diagonalized and the Green function and kernel matrix are rotated into the eigen-space.

SMO

Sequential minimal optimization algorithm for SVM

catenary

Python code for calculating catenary problem

cdw

A C++ program for solving the mean field equation in Holstein model and periodic Anderson model with Holstein phonons, with phonon displacement as the order parameter.

frustrated-random-walk

A graph algorithm for evaluating node distances.

order_name_analysis

订单商品分类

Poisson

Monte Carlo program for generating Poisson random numbers

smo-scala

Sequential minimal optimization algorithm for SVM

logistic-regression-python

svm

support vector machine in python

akka_pi

A toy program for implementation of parallel computing using Akka in Scala

cal_energy

collections-of-my-blogs-on-math-physics-and-algorithms

我的技术博客

Dream-of-the-Red-Chamber

Network representation of character relationhips in Dream of the Red Chamber by Cao Xueqin

graph-data

Real world data represented by graphs.

graph_algorithm

A description of an algorithm for calculating hitting times for a random walk on graph quickly

leetcode

logistic

Logistic regression algorithm

logistic_regression_scala

maxflow

Ford-Fulkerson max flow algorithm

preliminary-neural-network

A preliminary version of neural network implemented in Python

prim_cpp

Prim in C++

softmax

softmax algorithm implemented in Python

stochastic_process_paper

A paper about integral equation approach to stochastic processes

Text-mining

《红楼梦》R语言文本挖掘的相关程序和数据。

xgboost