My Two Cents

[ Python ]

• iPython Notebook (or Jupyter)
  • Do not miss this beautiful interactive shell!
    • e.g. plotting example
    • Visit nbviewer for many interesting notebooks.
• PyCharm
  • This Python IDE will improve your Python coding efficiency.
• Machine Learning
  • Scikit-Learn
    • If you are interested in machine learning
  • TensorFlow
    • Google's open-sources library for Deep Learning
  • PyTorch
    • Deep-learning library from Facebook.
  • Ray
    • Distributed and parallel processing library, also for ML/DL
• Python Workflow manager
  • AirFlow
• Parallel Computing Library
  • Dask
    • Dynamic task scheduling, Big-Data collections, distributed Machine Learning, etc.
• emcee
  • Markov Chain Monte Carlo (MCMC) sampler
• Astronomy
  • Astropy - various tools for astronomy society
  • PyEphem - calculating ephemeris of an astronomical object
  • APLpy - plotting astronomical image data
• Essential Libraries
  • Numpy
  • Scipy
  • Matplotlib

[ Miscellaneous ]

• GitHub
  • Share your code and collaborate.

[ Just for Fun ]

• South Korea MERS (메르스 확진자 추세 그래프 및 증가 추이 예측)
  • At the end of May 2015, the first MERS patient confirmed. After that the number of confirmed patient keeps increasing. This note shows statistical analyses of the number of patients as a function of date.