Angel-ML / automl
An automatic machine learning toolkit, including hyper-parameter tuning and feature engineering.
☆58Updated 5 years ago
Alternatives and similar repositories for automl:
Users that are interested in automl are comparing it to the libraries listed below
- Spark On Angel, arming Spark with a powerful Parameter Server, which enable Spark to train very big models☆84Updated 2 years ago
- A stand alone industrial serving system for angel.☆62Updated 2 years ago
- PyTorch On Angel, arming PyTorch with a powerful Parameter Server, which enable PyTorch to train very big models.☆167Updated 2 years ago
- JPMML-SparkML plugin for converting LightGBM-Spark models to PMML☆41Updated 3 years ago
- Java library and command-line application for converting TensorFlow models to PMML☆75Updated 6 years ago
- Asynchronous spark machine learning with parameter server☆25Updated 8 years ago
- extremely distributed machine learning☆123Updated 2 years ago
- Parameter Server implementation in Apache Flink☆55Updated 6 years ago
- A parallel implementation of factorization machines based on Spark☆73Updated 4 years ago
- Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark☆88Updated 6 years ago
- Some popular algorithms(dbscan,knn,fm etc.) on spark☆32Updated 6 years ago
- CTR prediction models based on spark(LR，FM、XGBoost、XGBoostLR、XGBoostFM)☆35Updated 4 years ago
- Java library and command-line application for converting XGBoost models to PMML☆129Updated 3 weeks ago
- Vector-free L-BFGS implementation for Spark MLlib☆47Updated 7 years ago
- PMML scoring library for Spark as SparkML Transformer☆20Updated 4 months ago
- Papers from the computer science and implemented by angel☆27Updated 4 years ago
- Deep Learning Pipelines for Apache Spark☆58Updated 7 years ago
- Spark-based GBM☆56Updated 5 years ago
- Parameter Server implementation in Apache Flink.☆14Updated 6 years ago
- Wide and Deep Learning(Wide&ResDNN) for Kaggle Criteo Dataset in tensorflow☆82Updated 6 years ago
- Python library for converting Apache Spark ML pipelines to PMML☆96Updated last week
- Java library and command-line application for converting LightGBM models to PMML☆174Updated 3 weeks ago
- An implementation of GBDT+FM☆24Updated 8 years ago
- Spark implementation of Fayyad's discretizer based on Minimum Description Length Principle (MDLP)☆43Updated 2 years ago
- Field-aware factorization machine (FFM) with FTRL☆44Updated last year
- ☆74Updated 6 years ago
- A SimRank algorithm implementation using Spark☆48Updated 11 years ago
- LR and FM (with sgd or ftrl) model☆25Updated 8 years ago
- SHALE: An Efficient Algorithm for Allocation of Guaranteed Display Advertising Guaranteed Display Advertising☆50Updated 8 years ago
- graph embedding spark implementation, include deepWalk, Node2Vec etc☆24Updated 4 years ago