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algo

Implementation of Basic Algo

apriori

Implementation of the Apriori Algo in log mining

caffe

Caffe: a fast framework for deep learning. For the most recent version checkout the dev branch. For the latest stable release checkout the master branch.

computer-vision

Implementation of some of the Computer Vision algo

frequency_allocation

The greedy strategy for the allocation and scheduling of the carrier frequency resource. Different scales of data is involved.

leetcode

leetcode——code

logistic_regression

Vectorized logistic regression in matlab/octave

multilayer_nn_word_prediction

README.txt for inference. The whole implementation for Neural Network to model 4-gram language model.

openmldb

OpenMLDB is an open-source database that is designed and optimized to enable data integrity & efficiency for machine learning driven applications. In addition to 10x faster ML application landing experience, OpenMLDB provides unified computing & storage engines to reduce the complexity and cost of development and operation.

owlqn

Orthant-Wise Limited-memory Quasi-Newton Optimizer for L1-regularized Objectives

parameter_server

A distributed machine learning framework.

perceptron_learning

The whole process of the perceptron learning in Neural Network as well as the dataset to have a test

poj

Code for Peking OnlineJudge practice

scikit-learn

scikit-learn: machine learning in Python

scrapy

Scrapy, a fast high-level web crawling and screen scraping framework for Python.

svd-decomp

code for initial SVD decomposition

vim

vim配置文件和插件

vowpal_wabbit

John Langford's original release of Vowpal Wabbit -- a fast online learning algorithm

weightedknnpredictor_python

weighted knn predictor and abnormal detector in python

wikioi_pro

source for wikioi

xgboost

eXtreme Gradient Boosting (Tree) Library

yue-yang