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@abridgland
abridgland / gaussian-processes-1.ipynb
Last active August 24, 2025 14:36
A Jupyter notebook to accompany Intro to Gaussian Processes - Part I at http://bridg.land/posts/gaussian-processes-1
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@rtbs-dev
rtbs-dev / pmml_bayesnet.ipynb
Last active March 24, 2023 16:43
Bayesian Network Models in PyMC3 and NetworkX
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@skroah
skroah / gist:9c22697521626c7b388b
Last active May 10, 2021 03:50
Reactive Systems Design

##Reactive System Design Links

#Articles and Papers

Moved

Now located at https://github.com/JeffPaine/beautiful_idiomatic_python.

Why it was moved

Github gists don't support Pull Requests or any notifications, which made it impossible for me to maintain this (surprisingly popular) gist with fixes, respond to comments and so on. In the interest of maintaining the quality of this resource for others, I've moved it to a proper repo. Cheers!

# -*- coding: utf-8 -*-
""" Small script that shows hot to do one hot encoding
of categorical columns in a pandas DataFrame.
See:
http://scikit-learn.org/dev/modules/generated/sklearn.preprocessing.OneHotEncoder.html#sklearn.preprocessing.OneHotEncoder
http://scikit-learn.org/dev/modules/generated/sklearn.feature_extraction.DictVectorizer.html
"""
import pandas
import random