andrgig Goto Github PK

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

final_tutorials

Here, Research Computing will put presentations in final form for distribution to attendees in our tutorials.

fsa

Code used in "Fast feature selection for Learning to Rank" (2016) by A. Gigli, C. Lucchese, R. Perego, F. Nardini http://dl.acm.org/citation.cfm?id=2970433.

genetic-algorithm

Genetic algorithm tutorial for Python

glove

GloVe model for distributed word representation

implicit

Fast Python Collaborative Filtering for Implicit Datasets

infectious_disease_modelling

ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

ipython-notebooks

A collection of IPython notebooks covering various topics.

islr-python

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

jumpstart-mongodb

jupyter

Jupyter metapackage for installation, docs and chat

kaggle-ensemble-guide

Code for the Kaggle Ensembling Guide Article on MLWave

kaggle-telstra

My code for Telstra Network Disruptions Kaggle competition

kaggle_pbr

My best submission to the Kaggle competition "Predicting a Biological Response", ranked 17th over 711 teams.

keras-wtte-rnn

Demo Weibull Time-to-event Recurrent Neural Network in Keras

lap

Linear Assignment Problem solver (LAPJV/LAPMOD).

learn-pandas

Tutorials on how to use pandas effectively to do data analysis

learning-data-mining-with-python

Code repo for Learning Data Mining with Python, published by Packt Publishing

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

machine-learning-with-python

Python code for common Machine Learning Algorithms

machine_learning_examples

A collection of machine learning examples and tutorials.

machinelearning_fall2015

BUS 41204: Machine Learning

meetup-fall-2013

Slides, code, and other information relating to the Fall 2013 Meetups

minirank

Ranking and ordinal regression algorithms in Python

mongodays-dataanalysis-with-mongodb

mord

Ordinal regression algorithms

myproject

nestedcv

Nested cross-validation for accurate confidence intervals for prediction error.