takuti/flurs

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Language
Python
License
MIT License
Created about 8 years ago
Updated about 2 years ago

takuti/flurs

takuti

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🌊 FluRS: A Python library for streaming recommendation algorithms

FluRS: Streaming Recommendation in Python

FluRS is a Python library for online item recommendation. The name indicates Flu-* (Flux, Fluid, Fluent) Recommender Systems which incrementally adapt to dynamic user-item interactions in a streaming environment.

FluRS: A Library for Streaming Recommendation Algorithms at EuroSciPy 2017 (video)
FluRS: A Python Library for Online Item Recommendation | takuti.me
A repository takuti/stream-recommender uses FluRS v0.0.1 to write research papers.

Installation

pip install flurs

Usage

See documentation for detail.

jekyll-lazy-tweet-embedding

🐣 A Jekyll plugin to embed the Twitter cards into {.html, .md} pages, by just pasting tweet urls

Recommendation.jl

Building recommender systems in Julia

poisson-image-blending

🎨 Web-based implementation of the poisson image blending in HTML5 Canvas / JavaScript

datadog-anomaly-detector

🐶 Anomaly detection system for Datadog multiple metrics

incremental-sgd

Incremental matrix factorization with incremental SGD algorithm [J. Vinagre, et al., 2014]

Jupyter Notebook

stream-anomaly-detect

Implementation of algorithms proposed by [Huang and Kasiviswanathan]

Jupyter Notebook

stream-recommender

Experiments of item recommendation in a streaming environment

Jupyter Notebook

twitter-bot

👻 Markov chain-based Japanese twitter bot

anompy

A Python library for anomaly detection

factorization-machines

🎰 Implementation of Factorization Machines [S. Rendle, 2012]

Jupyter Notebook

stream-feature-selection

Implementation of unsupervised feature selection algorithm proposed by [Huang, et al. 2015]

Jupyter Notebook

criteo-ffm

Running field-aware factorization machines on the Criteo data

incremental-approsvd

Implementation of Incremental ApproSVD [X. Zhou, et al. 2015]

kusari

🔗 Japanese random sentence generator based on Markov chain

wims-2015

User Modeling in Folksonomies: Relational Clustering and Tag Weighting

PyHivemall

Using machine learning model from Apache Hivemall 🐝 in Python 🐍

prelims

Front matter post-processor for static site generators

sync-wishlist-bookmeter

Synchronize bookmeter's pre-list (http://bookmeter.com/) with Amazon's wishlist.

leinwand

📈 Yet another Beamer -- Presentation with Markdown and TeX

project-euler-solutions

@takuti's solutions for Project Euler

nand2tetris

Read "The Elements of Computing Systems"

algorithms

Algorithm implementations in a field of computer science

mac-provisioning

nlp100

My solutions for Japanese Natural Language Processing 100 Exercises

takuti-sezemi-2015-readable-code

Readable code seminar 2015

takuti.me

👉 https://takuti.me

cv

takuti

nanakusa

🍀 Front-end implementation of a tiny web PaaS poject

hivemalldoc

Use reflections on Hivemall to generate a list of UDFs

mtapy

Multi-Touch Attribution in Python

docker-td-sklearn

utpr-2015

Reviews of machine learning algorithms introduced at a pattern recognition class

hurry-up-post

WordPress plugin to put automatic publish timer on your new post page.

hive-udf-tokenize_ko

Korean NLP on Hive

incremental-matrix-approximation

Implementation and evaluation of several incremental matrix approximation algorithms

Jupyter Notebook

ansibrew

Automatically generate vars of Ansible playbook for Homebrew

conversion-crx

GoogleChrome Extension do conversion decimal <-> hex <-> binary / color code <-> rgb value / html escape