yiuaryiu's repositories
awesome-guidelines
A curated list of high quality coding style conventions and standards.
data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
datastructures
A Literate Program about Data Structures and Object-Oriented Programming
DS-Career-Resources
Compilation of resources and insights that helped me on my journey to data scientist
eng-practices
Google's Engineering Practices documentation
ml-road
Machine Learning Resources, Practice and Research
oreilly-animal-books-for-Python
O‘REILLY animal books for Python
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
pygooglenews
If Google News had a Python library
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
scipy-lecture-notes
Tutorial material on the scientific Python ecosystem
styleguide
Style guides for Google-originated open-source projects