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opinion-mining

Aspect-based opinion mining on Yelp reviews

opinion-mining-project

Feature-Based Sentiment Analysis in Python

optimal-roadtrip-usa

Contains maps for the article, "Computing the optimal road trip across the U.S." and similar articles

osmnx

Python for street networks: retrieve, construct, analyze, and visualize street networks from OpenStreetMap.

other-courses

Other Courses

pairmaker

Generate pairs for pair programming, that are guaranteed to not repeat

pandana

Pandas Network Analysis - dataframes of network queries, quickly

pandana_presentation

A notebook and presentation on the use of Pandana (Pandas Network Analyst)

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

pg_twitter

PostgreSQL Twitter example

pipelines_and_featureunions

An in depth tutorial on sklearn's Pipeline and FeatureUnion classes.

practicalmachinelearning

Course project for Practical Machine Learning: https://www.coursera.org/course/predmachlearn

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

probabilistic-programming-intro

Introduction to probabilistic programming using PyMC3

pycon-2016-tutorial

Tutorial: Machine Learning with Text in scikit-learn

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pydata-chicago2016-ml-tutorial

Machine learning with scikit-learn tutorial at PyData Chicago 2016

pydata-dc-2016-tutorial

Tutorial: Machine Learning with Text in scikit-learn

pygal

PYthon svg GrAph plotting Library

pyspark

Spark, Python, Text Analysis, Scalable Analysis

python-anti-patterns

A presentation of commonly observed beginner-mistakes.

python-cookbook

Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.

python-cookbook-3rd

Python Cookbook, 3rd Edition

python-data-analysis-workshop

Workshop: Intro to Python for Data Analysis

python-data-science-workshop

Workshop: Python for Data Science

python-for-geosciences

python-learning-resources

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

python-novice-inflammation

Software Carpentry introduction to Python for novices using inflammation data.