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@aparrish
aparrish / understanding-word-vectors.ipynb
Last active May 22, 2024 14:36
Understanding word vectors: A tutorial for "Reading and Writing Electronic Text," a class I teach at ITP. (Python 2.7) Code examples released under CC0 https://creativecommons.org/choose/zero/, other text released under CC BY 4.0 https://creativecommons.org/licenses/by/4.0/
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@zsup
zsup / ddd.md
Last active May 13, 2024 09:29
Documentation-Driven Development (DDD)

Documentation-Driven Development

The philosophy behind Documentation-Driven Development is a simple: from the perspective of a user, if a feature is not documented, then it doesn't exist, and if a feature is documented incorrectly, then it's broken.

  • Document the feature first. Figure out how you're going to describe the feature to users; if it's not documented, it doesn't exist. Documentation is the best way to define a feature in a user's eyes.
  • Whenever possible, documentation should be reviewed by users (community or Spark Elite) before any development begins.
  • Once documentation has been written, development should commence, and test-driven development is preferred.
  • Unit tests should be written that test the features as described by the documentation. If the functionality ever comes out of alignment with the documentation, tests should fail.
  • When a feature is being modified, it should be modified documentation-first.
  • When documentation is modified, so should be the tests.
@shunsukeaihara
shunsukeaihara / cc.py
Created January 23, 2013 08:45
some of color correction algorithm in python
# -*- coding: utf-8 -*-
import numpy as np
import Image
import sys
def from_pil(pimg):
pimg = pimg.convert(mode='RGB')
nimg = np.asarray(pimg)
nimg.flags.writeable = True
return nimg