sumitsidana Goto Github PK

gru4rec

GRU4Rec is the cleaned & simplified implementation of the algorithm of the "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016. The code is stripped of features that we had found to be unhelpful in increasing accuracy.

gru4rec_tensorflow

TensorFlow implemenation of GRu4Rec model

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

healthmonitoring

This repository contains the code for our paper "Health Monitoring on Social Media over Time". Read the paper here: https://ieeexplore.ieee.org/abstract/document/8263414

heamy

A set of useful tools for competitive data science.

hgru4rec

Code for our ACM RecSys 2017 paper "Personalizing Session-based Recommendation with Hierarchical Recurrent Neural Networks"

ijcai_competetion

implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

interpret

Fit interpretable models. Explain blackbox machine learning.

jmars

Jointly Modelling Aspects, Ratings and Sentiments for Movie Recommendation (JMARS)

jrl

Joint Representation Learning for Recommendation

jst

A C++ implementation of the Joint Sentiment-Topic (JST) Model.

kaggle-2014-criteo

kaggle-avazu

lda4rec

🧮 Matrix Factorization for Collaborative Filtering is just Solving an Adjoint Latent Dirichlet Allocation Model after All

lenskit

LensKit recommender toolkit (Michael's work-in-progress fork, feature branches may be rebased).

librec

LibRec: A Leading Java Library for Recommender Systems, see

librecclone

lightfm

lightfm

list_of_recommender_systems

A List of Recommender Systems and Resources

lkpy

Some Python recommendation tools

meta-prod2vec

Repository for experiments with MetaProd2Vec and related algorithms.

metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

mind_news_recommendation

ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

msnews.github.io

mymedialite

nerve

This repository contains the code for "Representation Learning and Pairwise Ranking for Implicit Feedback in Recommendation Systems". Read the paper here: https://arxiv.org/abs/1705.00105

neural_collaborative_filtering

Neural Collaborative Filtering

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.