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erictleung / data-science

:computer: Repository for teaching materials and notes on machine learning and data science for freeCodeCamp

https://nbviewer.jupyter.org/github/erictleung/data-science/tree/master/

MIT License

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Python Packages #3

Open erictleung opened 7 years ago

erictleung commented 7 years ago

Core Packages and Statistics

Pandas http://pandas.pydata.org/pandas-docs/stable/
Numpy http://www.numpy.org/
StatsModels http://www.statsmodels.org/stable/

Machine Learning

Scikit-Learn http://scikit-learn.org/stable/index.html
TensorFlow https://www.tensorflow.org/

Data Visualization

Matplotlib http://matplotlib.org/
Bokeh http://bokeh.pydata.org/en/latest/index.html
Resources
- http://pbpython.com/visualization-tools-1.html
- http://pbpython.com/effective-matplotlib.html

NLP

NLTK http://www.nltk.org/
spaCy https://spacy.io/

Networks

https://networkx.github.io/

Source: https://www.quora.com/What-are-the-best-Python-libraries-and-packages-for-data-science