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leetcode

libfm

Library for factorization machines

lintcode

lstm-char-cnn

LSTM language model with CNN over characters

machine-learning

maxent

Maximum Entropy Modeling Toolkit for Python and C++

meishan-code

mshadow

Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning

mxnet

Distributed deep learning framework for efficiency and flexibility

nlpnet

A neural network architecture for NLP tasks, inspired in the SENNA system. It uses as input vectors built through Vector Space Models and avoid external NLP tools. Currently, it can perform POS tagging and SRL.

parameter_server

A distributed machine learning framework.

plan

predict-click-through-rates-on-display-ads

Display advertising is a billion dollar effort and one of the central uses of machine learning on the Internet. However, its data and methods are usually kept under lock and key. In this research competition, CriteoLabs is sharing a week’s worth of data for you to develop models predicting ad click-through rate (CTR). Given a user and the page he is visiting, what is the probability that he will click on a given ad? The goal of this challenge is to benchmark the most accurate ML algorithms for CTR estimation. All winning models will be released under an open source license. As a participant, you are given a chance to access the traffic logs from Criteo that include various undisclosed features along with the click labels.

predicting_ctr

Predicting Click-Through Rate for New Users and Advertisers

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python-scrapilicious

A horridly implemented scrapy app that will scrape all (?) of Delicious' bookmarks.

scrapy

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

sme

snownlp

Python library for processing Chinese text

swift_tutorial

textrank

Python implementation of TextRank algorithm (http://acl.ldc.upenn.edu/acl2004/emnlp/pdf/Mihalcea.pdf) for automatic keyword extraction and summarization using Levenshtein distance as relation between text units.

the-art-of-programming-by-july

本项目是July和他伙伴们的《程序员编程艺术》的电子书版本

theano-rnn

Demonstration of recurrent neural network implemented with Theano

tiny-cnn

convolutional neural networks in C++11/TBB

topicmap

Exploratory topic modeling with distributional semantics and interactive visualization

track2

treelstm

Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)

tweb

unispim

华宇拼音输入法核心源码(source code of unispim)

vimrc

The ultimate Vim configuration: vimrc