VinceShieh / spark-ffmView external linksLinks
FFM (Field-Awared Factorization Machine) on Spark
☆106Jul 30, 2018Updated 7 years ago
Alternatives and similar repositories for spark-ffm
Users that are interested in spark-ffm are comparing it to the libraries listed below
Sorting:
- An implement of Factorization Machines (LibFM)☆250Aug 13, 2018Updated 7 years ago
- Implementation of Factorization Machines on Spark using parallel stochastic gradient descent (python and scala)☆230May 9, 2016Updated 9 years ago
- field-aware factorization machine implemented by java with an experiment using criteo data set.☆39May 29, 2015Updated 10 years ago
- libffm with ftrl updater☆94Jul 30, 2017Updated 8 years ago
- A Python wrapper for the libffm library.☆239Apr 26, 2018Updated 7 years ago
- Field-aware Factorization Machines on CUDA☆30Jan 15, 2026Updated last month
- Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark☆88Dec 27, 2018Updated 7 years ago
- Distributed Factorization Machines☆299Mar 23, 2016Updated 9 years ago
- Machine Intelligence Toolkits- based on Parameter Server that Efficient Distributed Communication Framework and Alternating Direction Mu…☆11May 6, 2018Updated 7 years ago
- A Library for Field-aware Factorization Machines☆1,601Aug 16, 2024Updated last year
- Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.☆905Jun 22, 2021Updated 4 years ago
- ☆1,259Aug 16, 2024Updated last year
- Code for the 3rd place finish for Avazu Click-Through Rate Prediction☆87Mar 2, 2015Updated 10 years ago
- CTR prediction model based on spark(LR, GBDT, DNN)☆925Mar 6, 2020Updated 5 years ago
- Reactive Factorization Engine☆104Feb 18, 2015Updated 10 years ago
- ☆20Dec 1, 2016Updated 9 years ago
- LR、FM model solved by ftrl and sgd parallel on MPI☆111Dec 3, 2017Updated 8 years ago
- TenforFlow Implementation of Neural Factorization Machine☆472Mar 1, 2020Updated 5 years ago
- fastFM: A Library for Factorization Machines☆1,090Jul 17, 2022Updated 3 years ago
- Match schema attributes of relational databases by value similarity. As a study assignment, this isn't well documented, but you can conta…☆24Oct 18, 2019Updated 6 years ago
- Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosop…☆672Jun 17, 2019Updated 6 years ago
- Anomaly Detection model uses Spark for training and Spark Streaming for testing☆68Dec 24, 2015Updated 10 years ago
- HDFS rsync-like utility to replicate data between HDFS clusters☆17Jun 16, 2012Updated 13 years ago
- Analysis pipeline for quick ML analyses.☆11Oct 4, 2018Updated 7 years ago
- Common CNN models defined for PyTorch Lightning☆10Jul 28, 2022Updated 3 years ago
- lightgbmのfeature-transform（特徴量の非線形化）をすることで、80,000を超える特徴量を線形回帰でも表現できることを示します☆10Nov 7, 2017Updated 8 years ago
- Distributed FM and LR based on Parameter Server with Ftrl☆127Sep 19, 2017Updated 8 years ago
- High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and …☆3,097Aug 28, 2023Updated 2 years ago
- Using gbdt+lr in recommend system and comparing the auc of lr, gbdt, gbdt+lr.☆24Jul 15, 2017Updated 8 years ago
- JPMML-SparkML plugin for converting LightGBM-Spark models to PMML☆43Oct 23, 2021Updated 4 years ago
- Notes on Logistic Regression and OWLQN☆26Apr 8, 2017Updated 8 years ago
- Pure Java implementation of XGBoost predictor for online prediction tasks.☆346Mar 8, 2022Updated 3 years ago
- Algorithms for "schema matching"☆26Jul 6, 2016Updated 9 years ago
- Asynchronous spark machine learning with parameter server☆25Sep 27, 2016Updated 9 years ago
- ☆755Oct 29, 2019Updated 6 years ago
- An attempt of training DNN models to predict ad click-through rate, implemented with Theano.☆408Jun 12, 2017Updated 8 years ago
- Some popular algorithms(dbscan,knn,fm etc.) on spark☆32May 29, 2018Updated 7 years ago
- Implementation of DeepFM using tensorflow.☆47Dec 23, 2017Updated 8 years ago
- Data centric pub/sub framework based on Ice☆13Oct 15, 2024Updated last year