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从零基础开始机器学习之旅
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src/ml
DeepLearning.md
LICENSE
MachineLearningOnSpark.md
NLP.md
README.md
TimeSeriesAnalysis.md
algorithm.md Update algorithm.md May 27, 2018
awesome.md
basic-knowledge.md
books.md
ctr.md
jupyter.md
kaggle.md
ml-platform.md
tensorflow.md

README.md

该工程主要包含机器学习学习过程中收集的相关资料和实践代码。

资料主要包括:

cheat sheet

ML

machine learning cheat sheet

numpy

numpy cheat sheet

numpy

pandas

pandas cheat sheet

实操 | 内存占用减少高达90%,还不用升级硬件?没错,这篇文章教你妙用Pandas轻松处理大规模数据

scikit learn

scikit cheat sheet

charts

pyecharts

代码

实践代码主要基于python 3.6.1,依赖的module有:

  • numpy+mkl(最好使用whl安装)
  • scipy(最好使用whl安装)
  • pandas
  • matplotlib & seaborn
  • ipython
  • jupyter

whl url

python module lib whl

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