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Public Apis ⭐ 276,890

A collective list of free APIs

Datasets For Recommender Systems ⭐ 821

This is a repository of a topic-centric public data sources in high quality for Recommender Systems (RS)

Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"

Jstarcraft Rns ⭐ 368

专注于解决推荐领域与搜索领域的两个核心问题:排序预测(Ranking)和评分预测(Rating). 为相关领域的研发人员提供完整的通用设计与参考实现. 涵盖了70多种排序预测与评分预测算法,是最快最全的Java推荐与搜索引擎.

Movietweetings ⭐ 367

A Live Movie Rating Dataset Collected From Twitter

Sequence Based Recommendations ⭐ 282

Naver sentiment movie corpus

Recommendersystem Dataset ⭐ 235

This repository contains some datasets that I have collected in Recommender Systems.

Movielens ⭐ 202

4 different recommendation engines for the MovieLens dataset.

BiNE: Bipartite Network Embedding

Autoencoders_cf ⭐ 155

Graph Networks ⭐ 101

A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined

Pyreclab ⭐ 101

pyRecLab is a library for quickly testing and prototyping of traditional recommender system methods, such as User KNN, Item KNN and FunkSVD Collaborative Filtering. It is developed and maintained by Gabriel Sepúlveda and Vicente Domínguez, advised by Prof. Denis Parra, all of them in Computer Science Department at PUC Chile, IA Lab and SocVis Lab.

Kgcn Pytorch ⭐ 84

KGCN pytorch model implementation

Sova Dataset ⭐ 82

Siamese Pytorch ⭐ 67

Implementation of Siamese Networks for image one-shot learning by PyTorch, train and test model on dataset Omniglot

Automatic Academic Paper Rating: Data and Model (ACL 2018)

Query Wellformedness ⭐ 63

25,100 queries from the Paralex corpus (Fader et al., 2013) annotated with human ratings of whether they are well-formed natural language questions.

Click Through Rate Prediction ⭐ 60

📈 Click-Through Rate Prediction using Logistic Regression and Tree Algorithms

Hotelrec ⭐ 50

Large-Scale (~50M) Hotel Reviews Dataset

Recommender System Datasets ⭐ 50

A list of compatible datasets, noting other major repositories containing popular real-world datasets, along with sample code for a range of recommendation tasks.

Skytrax Reviews Dataset ⭐ 47

An air travel dataset consisting of user reviews from Skytrax (www.airlinequality.com)

Face_rating ⭐ 44

Face/Beauty Rating with both the traditional ML approaches and Convolutional Neural Network Approach

GLUCOSE: GeneraLized and COntextualized Story Explanations https://arxiv.org/abs/2009.07758

Yelp Business Analysis ⭐ 38

Yelp public their business data online. I am interested in the rationality of users' rating score based on users' reviews. Therefore, I decide to study this problem from Data Scientist perspective. I also make use of current rating system to build recommendation system for users.

User_behavior_logs_quick_analysis ⭐ 37

This project is to clean, explore, analyze and build ML models from user behavior data. The purpose of this project is to help the analysts quickly catch the overall performance of a given dataset via several high-level notable features.

Superviseddeepdocnade ⭐ 36

A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data, TPAMI, http://arxiv.org/abs/1409.3970

Wearable_stress_classification ⭐ 35

Stress classifier with AutoML

E621 Face Dataset ⭐ 31

Datasets for Tax Foundation studies and publications.

Mal Analysis ⭐ 30

github repo for MyAnimeList analysis. Also links to the MAL dataset.

Student Performance Prediction ⭐ 28

predicting student academic performance

Phasecam3d ⭐ 27

Code release for PhaseCam3D at ICCP 2019 https://yichengwu.github.io/PhaseCam3D/

Twitter Ratings ⭐ 25

A collection of Python scripts to download and extract rating datasets from Twitter for multiple websites

ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction

Pcc_geo_cnn ⭐ 24

Learning Convolutional Transforms for Point Cloud Geometry Compression

Repository for the Stanford Emotional Narratives Dataset

Movie_recommendation_engine ⭐ 23

This repository contains the code for building movie recommendation engine.

Trafficsignrecognition ⭐ 20

A Deep Neural Network to do traffic sign recognition

Hepsiburada Review Scraper ⭐ 20

Hepsiburada review/comment and rating scraper. Turkish text dataset creator for data science and NLP projects. 📜

This is the official code for the WSDM 2021 paper: 'Local Collaborative Autoencoders.'

Econdata ⭐ 19

R package containing a host of datasets useful for economic research. Complete with raw data and cleaning functions.

Trust Inference Api ⭐ 19

Implementation of multiple algorithms for inferring trust in the user network (social graph) using various network properties such as trust propagation, multi-aspect property, social trust etc.

Dirty Dataimpacts ⭐ 17

Incremental learning for recommender systems

Imaging Photoplethysmogram Extraction Pulse Rate Estimation ⭐ 15

Tools for imaging photoplythysmogram extraction and processing

Cafebazaardataset ⭐ 13

CafeBazaar.ir Apps DataSet

Pytorch Handwritingctc ⭐ 13

CTC handwriting transcription model written in pytorch

Turo_analytics ⭐ 13

Analyzing the Turo car sharing market

Generative Explanation Framework For Text Classification ⭐ 13

Handwrittendigitsequencerec ⭐ 12

CNN + LSTM + CTC

Hard Arabic Dataset ⭐ 12

Hotels Arabic-Reviews Dataset

Jamendo Recommendation Sdk ⭐ 11

Jamendo Recommendation SDK

Miscellaneous datasets provided for the lulz

Collranking ⭐ 11

Recommendation Engine ⭐ 11

A recommendation algorithm implemented with Biased Matrix Factorization method using tensorflow and tested over 1 million Movielens dataset with state-of-the-art validation RMSE around ~ 0.83

Sql Injection Filter ⭐ 11

Simple SQL injection filter that attempts to detect malicious SQL strings from a pre-defined dataset. Note this tool does not carry out sanitisation of input, where input is transformed into something that conforms to a specification. Check out the README for more.

PyDST is a python module for accessing the API of Statistics Denmark. https://kristianuruplarsen.github.io/pydst/

Instarecs ⭐ 10

A shortcut to powerful recommendations

Time Series Chart Foreign Exchange Rates ⭐ 10

Creating a time series chart using foreign exchange rates dataset with Plotly

Cloud Monitoring Dataset ⭐ 9

Public machine learning dataset for cloud monitoring

Southparkr ⭐ 8

R package that scrapes South Park transcripts from wikia.com.

Tools for Binary Classification Modeling

A rating-based sentiment dataset of IMDB movie reviews (WASSA 2014)

R Fifa Ratings ⭐ 8

Data Visualization of FIFA 16's Player Ratings

Image Caption Quality Dataset ⭐ 8

A dataset of crowdsourced ratings for machine-generated image captions

Rating recalculation tool in Rust

Synthetic dataset for recommender system created with Naver Movie rating system

Kmeans Movie Ratings ⭐ 7

Clustering of Movie Ratings using KMeans Algorithm

Employee Reviews ⭐ 7

This is Project which contains Data Visualization, EDA, Machine Learning Modelling for Checking the Sentiments.

Humornorms ⭐ 7

Normative rating dataset of single-word humor.

Data___movielens___20m ⭐ 7

http://grouplens.org/datasets/movielens

Location Inference ⭐ 6

RATE: Overcoming Noise and Sparsity of Textual Features in Real-Time Location Estimation (CIKM'17)

Get 99.13% test accuracy MNIST with only 300 lines of code CNN by JAVA

Probabilistic Matrix Factorization on MovieLens 100K

Machines And Sentiments ⭐ 6

Predict_movie_ratings ⭐ 6

Kaggle in Class - Predict Movie Ratings from Movielens dataset

CS230 Project: In this project, we investigate and evaluate the performance of the state-of-the-art model for instance segmentation, Mask R-CNN, on the newly-released Mapillary dataset, whose images focus specifically on driving scenes. We transfer the learning results from the pre-trained weights, fine tune the final layers for Mapillary Datasets. The result shows a significant improvement in precision measurements from the baseline, and achieves at a surpassing performance than benchmarks.

Yelp Dataset ⭐ 6

Predicting star ratings on Yelp

Sinusitis classification

A Conversational Recommendation Dialogue Dataset

Open Sourced_dataset_protection ⭐ 6

This is the implementation of our paper 'Open-sourced Dataset Protection via Backdoor Watermarking', accepted by the NeurIPS Workshop on Dataset Curation and Security, 2020.

Izzyuntappd ⭐ 6

An R data package containing data on all Untappd beer ratings by Chester Ismay from February 2015 to June 2016

Flask Wine Quality ⭐ 6

Machine Learning classification problem displayed with Flask Application

Media Bias Ratings from AllSides.com

Machine Learning ⭐ 5

Gameratingspredictor ⭐ 5

Quantitative Methods for Computer Science exam project. Machine learning algorithm solves multi-class classification problem of video games content rating (without playing it).

Celeba Classification ⭐ 5

Movie Recommendation Engine using PySpark

AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks

Adversarial Social Recommendation ⭐ 5

Contains code for the CIKM 2019 publication titled "A Modular Adversarial Approach to Social Recommendation"

Recommender Systems ⭐ 5

Different implementations of recommender systems.

Mini Project ⭐ 5

Mini-Projects in Master's (Big Data & Data Analytics) at Manipal University

Moviehype ⭐ 5

A Python based movie recommender hosted using Flask

Next Item Recommendation Using Keras ⭐ 5

Next-item recommendation on top of Amason’s explicit rating dataset, using deep learning with Keras

Yelp_ratings_classification ⭐ 5

Classification of User Star Ratings using Review Text from the Yelp Dataset Challenge

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