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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 ;)

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pycon2016polarization

Our slides for PyCon 2016.

pytudes

Python programs to practice or demonstrate skills.

reducingcontroversy

WWW 2017 demo on reducing controversy by exposing users to contrarian content

robotrumpdnn

Because the world needs more than one billionare Demagogue.

rumor

Nonparametric timeseries classification for Twitter trending topic detection (MEng thesis)

scikit-learn

scikit-learn: machine learning in Python

scraping_streeteasy_python_code

Scrapping Streeteasy API using Python

side-effect-nlp

NLP Algorithms for detecting adverse events in patient generated text.

stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

stat545-ubc.github.io

Main repository for STAT 545 @ University of British Columbia, a course in data wrangling, exploration, and analysis with R.

subtopical-drift

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-examples

TensorFlow tutorials and code examples for beginners

the_math_of_intelligence

This is the Syllabus for Siraj Raval's new course "The Math of Intelligence"

time-series-classification-and-clustering

Time series classification and clustering code written in Python. Mostly based on the work of Dr. Eamonn Keogh at University of California Riverside

topic_classifier

Code sample to implement nearest centroid classifier (along sklearn paradigm)

trump-data

Collection of data from Donald Trump's 2016 presidential campaign

trump_tweet_data_archive

Up-to-date Archive of Trump Tweets

uadetector

UADetector is a library to identify over 190 different desktop and mobile browsers and 130 other User-Agents like feed readers, email clients and multimedia players. In addition, even more than 400 robots like BingBot, Googlebot or Yahoo Bot can be identified.

usa.county.data

Open dataset of counties from the United States

video_segmentation

Slides of talk given in various fora

websummit_2015

whatsapp_history

Get full chat history from Whatsapp and SMS/iMessage

wiki-tsne

IPython notebook for clustering and visualizing documents using tf-idf analysis and t-SNE, example of Wikipedia articles

word2vecexample

An example application using Word2Vec. Given a list of words, it finds the one which isn't 'like' the others - a typical language understanding evaluation task.

words2map

online natural language processing with word vectors