kevinbsc

670IndividualTutorial

blog_posts_prep

bounter

Efficient Counter that uses a limited (bounded) amount of memory regardless of data size.

CapstoneMIS670

dask-ec2

Start a cluster in EC2 for dask.distributed

DH-Institute-2017

Repository for the text analysis workshop for the DH Summer Institute at UC Berkeley

facebook-page-post-scraper

Data scraper for Facebook Pages, and also code accompanying the blog post How to Scrape Data From Facebook Page Posts for Statistical Analysis

fastText

Library for fast text representation and classification.

FinalProject

GDDemo

hotel-review-analysis

Sentiment analysis and aspect classification for hotel reviews using machine learning models with MonkeyLearn.

hr_data

A demonstration of people analytics

ISLR-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

lime

Lime: Explaining the predictions of any machine learning classifier

medical-data

MLBox

MLBox is a powerful Automated Machine Learning python library.

nbdime

Tools for diffing and merging of Jupyter notebooks.

nlp_spark

Natural Language Processing with Spark's MLlib

pandas-cookbook

Recipes for using Python's pandas library

picasso

:art: A CNN visualizer

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 ;)

recipe-scraper

Python package for scraping recipes data

scikit-plot

An intuitive library to add plotting functionality to scikit-learn objects.

sec-edgar

Download all companies periodic reports, filings and forms from EDGAR database.

social-media-data-scripts

testing670

textgenrnn

Python module to easily generate text using a pretrained character-based recurrent neural network.

thesemicolon

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Tutorial

uc-cfss.github.io

Course site for Computing for the Social Sciences (MACS-30500)