233 Open source projects that are alternatives of or similar to Paperlist For Recommender Systems

📖Notes and remarks on Machine Learning related papers

Implemented User Based and Item based Recommendation System along with state of the art Deep Learning Techniques

Toolkit to help understand "what lies" in word embeddings. Also benchmarking!

Text2Text: Cross-lingual natural language processing and generation toolkit

Neural Code Comprehension: A Learnable Representation of Code Semantics

Sentiment Analysis: Deep Bi-LSTM+attention model

Movie Recommender based on the MovieLens Dataset (ml-100k) using item-item collaborative filtering.

Network Embedding Survey and Resources

Read and use word2vec vectors in Go

(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

Text Classification in Turkish Texts with Bert

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

In this code we implement and compared Collaborative Filtering algorithm, prediction algorithms such as neighborhood methods, matrix factorization-based ( SVD, PMF, SVD++, NMF), and many others.

Spark SQL 实现 ItemCF，UserCF，Swing，推荐系统，推荐算法，协同过滤

Sentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.

A high-performance distributed deep learning system targeting large-scale and automated distributed training.

Reference implementations of popular DL models missing from keras-applications & keras-contrib

PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.

Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec from this paper https://arxiv.org/abs/1605.02019

Graph convolutional neural network for multirelational link prediction

Google News and Leo Tolstoy: Visualizing Word2Vec Word Embeddings using t-SNE.

Load embeddings and featurize your sentences.

Tensorflow implementation of "Tracking the World State with Recurrent Entity Networks" [https://arxiv.org/abs/1612.03969] by Henaff, Weston, Szlam, Bordes, and LeCun.

TensorFlow implementation of word2vec applied on https://www.kaggle.com/tamber/steam-video-games dataset, using both CBOW and Skip-gram.

Colab Compatible FastAI notebooks for NLP and Computer Vision Datasets

Tensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning," [https://arxiv.org/abs/1706.01427] by Santoro et. al.

Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".

Towards open benchmarking for recommender systems https://openbenchmark.github.io/BARS

NReco Recommender is a .NET port of Apache Mahout CF java engine (standalone, non-Hadoop version)

Embedded UIScrollView for iOS.

A library for transfer learning by reusing parts of TensorFlow models.

BPR, Bayesian Personalized Ranking (BPR), extremely convenient BPR & Multiple Pairwise Ranking

Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی )

推荐算法个人学习笔记以及代码实战

LibRec: A Leading Java Library for Recommender Systems, see

a contextual search engine for software packages built on import2vec embeddings (https://www.code-compass.com)

Face Recognition using the FaceNet model and MLKit on Android.

Knowledge Graph Embedding LDA. AAAI 2017

Concatenate word and character embeddings in Keras

R package to Embed All the Things! using StarSpace

JavaScript embedder for Wolfram Cloud notebooks

阅读过的推荐系统论文的归类总结，持续更新中…

kNN-based next-basket recommendation

A vector database for machine learning embeddings.

REST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.

Compass-aligned Distributional Embeddings. Align embeddings from different corpora

Data Sets and Models for Evaluation of Lexical Semantic Change Detection

SANSA Machine Learning Layer

🚣 A simple recommendation engine (by way of convolutions and embeddings) written in TensorFlow

4 different recommendation engines for the MovieLens dataset.

VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning

CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]

Deep Character CNN LSTM Encoder with Classification and Similarity Models

UC Berkeley team's submission for RecSys Challenge 2018

Code for Graph Convolutional Matrix Factorization for Bipartite Edge Prediction

Fuzzy string matching, grouping, and evaluation.

A developing recommender system in pytorch. Algorithm: KNN, LFM, SLIM, NeuMF, FM, DeepFM, VAE and so on, which aims to fair comparison for recommender system benchmarks

pytorch version of neural collaborative filtering

An implementation of the Watset clustering algorithm in Java.

Implementation of IR2Vec, published in ACM TACO