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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

bootcamp

An enterprise social network

cikm12-vs-cf-sourcecode

source code of cikm'12 paper: Adapting vector space model to ranking-based collaborative filtering

collaborative-filtering-by-probabilistic-matrix-factorization

A recommendation system (in Python) based on Probabilistic Matrix Factorization algorithm and tested on 100k ratings dataset from MovieLens

crab

Crab is a flexible, fast recommender engine for Python that integrates classic information filtering recommendation algorithms in the world of scientific Python packages (numpy, scipy, matplotlib).

data

Data and code behind the stories and interactives at FiveThirtyEight

datasciencecoursera

for coursera course datascitoolbox

datasharing

The Leek group guide to data sharing

dc.js

Multi-Dimensional charting built to work natively with crossfilter rendered with d3.js

dcjs-leaflet-untappd

Beer Drinking Data Vizualization using dc.js, Crossfilter, and Leaflet

densityestimator

dive-into-machine-learning

Dive into Machine Learning with Python Jupyter notebook and scikit-learn

finalseg

Chinese Words Segment Library based on HMM model

first-pr

《GitHub实践入门》实验用仓库

flask

A microframework based on Werkzeug, Jinja2 and good intentions

folium

Python Data. Leaflet.js Maps.

grnmf

An R/Rcpp/RcppArmadillo implementation of Deng Cai's Non-negative Matrix Factorization on Manifold, sometimes called GNMF or GrNMF.

hound

Lightning fast code searching made easy

implicit-cf

A Python implementation of Hu et al. (2008)'s "Collaborative Filtering for Implicit Feedback Datasets"

implicit-mf

Implicit matrix factorization as outlined in http://labs.yahoo.com/files/HuKorenVolinsky-ICDM08.pdf.

implicit-sgd

Using stochastic gradient descent (SGD) with explicit and implicit updates to fit large-scale statistical models.

kaggle_otto

Submissions for Kaggle Otto Group Product Classification Challenge

machinelearning

some machine learning algorithm I implemented before.

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

matrixfactorization

Matrix factorization model for recommendation

newclasstest

pmf

probabilistic matrix factorization

predata

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

python-machine-learning-book

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