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liyong945's Projects

crawlab icon crawlab

Distributed web crawler admin platform for spiders management regardless of languages and frameworks.

databus icon databus

Source-agnostic distributed change data capture system

fucking-algorithm icon fucking-algorithm

刷算法全靠套路,认准 labuladong 就够了!English version supported! Crack LeetCode, not only how, but also why.

leeml-notes icon leeml-notes

李宏毅《机器学习》笔记,在线阅读地址:https://datawhalechina.github.io/leeml-notes

leveldb icon leveldb

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lstm icon lstm

基于LSTM神经网络的时间序列预测

mtools icon mtools

A collection of scripts to set up MongoDB test environments and parse and visualize MongoDB log files.

pumpkin-book icon pumpkin-book

《机器学习》(西瓜书)公式推导解析,在线阅读地址:https://datawhalechina.github.io/pumpkin-book

pydata-book icon pydata-book

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

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

training icon training

运筹优化入门培训资料, 以启发式算法为主.

zmpdswr icon zmpdswr

Example R scripts and data for "Practical Data Science with R" by Nina Zumel and John Mount (Manning Publications)

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