This is a simple NLTK Python script which uses N-grams to construct phrases from a generative language model trained on the King James Bible.
Jake Vanderplas jakevdp
jakevdp
/ enhanced_markdown.py
Created
April 29, 2013 13:54
An experimental set of small Pelican plugins to add Jekyl-style enhancements to markdown
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| import warnings | |
| import re | |
| import itertools | |
| from pelican.readers import MarkdownReader, EXTENSIONS | |
| from pelican.utils import pelican_open | |
| from pelican import signals | |
| def split_args(argstring): |
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
jakevdp
/ generative.py
Last active
September 23, 2021 15:24
General Generative Classification for scikit-learn
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| """ | |
| Bayesian Generative Classifier | |
| ------------------------------ | |
| """ | |
| # Author: Jake Vanderplas <jakevdp@cs.washington.edu> | |
| import numpy as np | |
| from sklearn.neighbors.kde import KernelDensity | |
| from sklearn.mixture import GMM | |
| from sklearn.base import BaseEstimator, clone |
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| <html> | |
| <head> | |
| <style> | |
| .axis line, .axis path { | |
| shape-rendering: crispEdges; | |
| stroke: black; | |
| stroke-width: 1; | |
| fill: none; | |
| } |
See the attached notebook in nbviewer
jakevdp
/ gist:9476950
Created
March 10, 2014 23:54
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| import jinja2 | |
| import numpy as np | |
| import matplotlib | |
| import matplotlib.pyplot as plt | |
| from sklearn.datasets import load_iris | |
| import mpld3 | |
| from mpld3 import plugins, utils |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| /********************************************************************** | |
| I've been working with javascript for a bit, and I miss my | |
| Python-style namespaces and class inheritance. Here's a little | |
| pattern I came up with that allows me to do things (kind of) | |
| the way I wish I could within javascript. I'd be curious if any | |
| experienced JS users have comments or critiques. Thanks! | |
| Edit - also see the second version (which I think is more clean) | |
| below. | |
| **********************************************************************/ |
A simple example of two-way communication between IPython notebook and javascript, using a D3 widget.
View this notebook on nbviewer, but be aware that it won't work without being connected to an IPython kernel!
It's better to download the notebook itself and open it with IPython notebook.