A Python implementation of LightFM, a hybrid recommendation algorithm.

Python
Updated Jul 18, 2018

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A Python implementation of LightFM, a hybrid recommendation algorithm.

Python
Updated Jul 18, 2018

Machine Learning Platform and Recommendation Engine built on Kubernetes

machine-learning
deep-learning
deployment
kubernetes
docker
microservices
spark
kafka
kafka-streams
tensorflow
python
java
cloud
aws
gcp
azure
seldon
recommender-system
recommendation-engine
prediction

Java
Updated Jul 28, 2018

This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

recommender-system
deep-learning
machine-learning
python
tensorflow
music-recommendation
hybrid-recommendation
collaborative-filtering
neural-network

Updated Aug 21, 2018

Deep recommender models using PyTorch.

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Python
Updated Aug 28, 2018

Papers on Computational Advertising

computational-advertising
machine-learning
ctr-prediction
deep-learning
advertising
recommender-system
papers

Python
Updated Sep 19, 2018

fastFM: A Library for Factorization Machines

A TensorFlow recommendation algorithm and framework in Python.

Music recommender using deep learning with Keras and TensorFlow

keras-tensorflow
deep-learning
cnn
convolutional-neural-networks
spectrogram
music
recommender-system
cosine-similarity

Jupyter Notebook
Updated Jul 11, 2017

Neural Collaborative Filtering

Python
Updated Apr 2, 2018

Must-read papers on Recommender System.

Updated Sep 16, 2018

The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

Updated Apr 3, 2018

A wine recommender system tutorial using Python technologies such as Django, Pandas, or Scikit-learn, and others such…

Python
Updated Mar 17, 2018

Some deep learning based recsys for open learning.

deep-learning
factorization-machines
recommender-system
tensorflow
neumf
neural-collaborative-filtering

Python
Updated May 22, 2018

Tensorflow implementation of Product-based Neural Networks. An extended version is at http://www.oddjack.com/?certs=Atomu2014/pr…

Python
Updated Aug 3, 2018

YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.

Python
Updated Sep 13, 2018

RecQ: A Python Framework for Recommender Systems (TensorFlow Supported)

Python
Updated Aug 7, 2018

A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be imple…

Python
Updated Aug 30, 2018

TenforFlow Implementation of Neural Factorization Machine

Python
Updated Jul 16, 2018

TensorFlow Implementation of Attentional Factorization Machine

Python
Updated Jul 16, 2018

RiVal recommender system evaluation toolkit

Java
Updated Oct 18, 2017

CoFactor: Regularizing Matrix Factorization with Item Co-occurrence

Jupyter Notebook
Updated Aug 22, 2017

Deep Learning Computer Vision Algorithms for Real-World Use

deep-learning
neural-networks
applications
artificial-intelligence
auto-encoders
convolutional-neural-networks
image-finder
transfer-learning
computer-vision
image-recognition
machine-learning
image-processing
image-classification
ai
recommender-systems
recommender-system
data-science
python
object-recognition
image-retrieval

Python
Updated Apr 23, 2018

Recommender systems for Go

Go
Updated Jun 28, 2018

R code for the assignments of Coursera machine learning course

machine-learning
learning-curve
pca
linear-regression
gradient-descent
svm
principal-component-analysis
clustering
neural-network
k-means
recommender-system
classification
regularization
anomalydetection
gh

R
Updated Jul 12, 2018

Some algorithms about traditional and social recommendation.

Python
Updated Jun 12, 2018

A recommender system for discovering GitHub repos, built with Apache Spark

Scala
Updated Nov 6, 2017

Fast and accurate machine learning on sparse matrices - Factorization Machines, FTRL, Matrix factorizations. Applicat…

collaborative-filtering
alternating-least-squares
recommender-system
r
matrix-factorization
matrix-completion
singular-value-decomposition
truncated-svd
ftrl
follow-the-regularized-leader
factorization-machines

R
Updated Aug 7, 2018

Recommender system and evaluation framework for top-n recommendations tasks that respects polarity of feedbacks. Fast…

recommender-system
evaluation
matrix-factorization
tensor-factorization
top-n-recommendations
collaborative-filtering

Python
Updated Sep 15, 2018

Towards A Standardized Tag Recommender Benchmarking Framework

Java
Updated Sep 5, 2018

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