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
- A stand alone industrial serving system for angel.☆62Updated 2 years ago
- Spark On Angel, arming Spark with a powerful Parameter Server, which enable Spark to train very big models☆84Updated 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
- extremely distributed machine learning☆123Updated 2 years ago
- Java library and command-line application for converting TensorFlow models to PMML☆75Updated 7 years ago
- Asynchronous spark machine learning with parameter server☆25Updated 8 years ago
- Parameter Server implementation in Apache Flink☆55Updated 6 years ago
- JPMML-SparkML plugin for converting LightGBM-Spark models to PMML☆41Updated 3 years ago
- A parallel implementation of factorization machines based on Spark☆73Updated 4 years ago
- Field-aware factorization machine (FFM) with FTRL☆45Updated last year
- CTR prediction models based on spark(LR,FM、XGBoost、XGBoostLR、XGBoostFM)☆35Updated 4 years ago
- xlearn 中文文档☆18Updated 2 years ago
- The ts302_team final solution to the KDD CUP 2019 AutoML Track problem.☆15Updated 4 years ago
- Read and write Tensorflow TFRecord data from Apache Spark.☆292Updated 11 months ago
- JPMML-SparkML plugin for converting XGBoost4J-Spark models to PMML☆36Updated 5 years ago
- DNN framework based on ps-lite☆30Updated 4 years ago
- Deep Learning Pipelines for Apache Spark☆58Updated 7 years ago
- Java library and command-line application for converting LightGBM models to PMML☆174Updated 2 months ago
- LR、FM model solved by ftrl and sgd parallel on MPI☆111Updated 7 years ago
- Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark☆88Updated 6 years ago
- LR and FM (with sgd or ftrl) model☆25Updated 8 years ago
- PMML scoring library for Spark as SparkML Transformer☆20Updated 5 months ago
- Deep Matching, Correlation and Prediction (DeepMCP) Model☆124Updated 4 years ago
- Python library for converting Apache Spark ML pipelines to PMML☆97Updated last month
- sparse word2vec☆108Updated 2 years ago
- Spark-based GBM☆56Updated 5 years ago
- ☆51Updated last year
- show how to use tensorflow estimator train and export model, then serving model and call for prediction☆25Updated last year
- Distributed FM and LR based on Rabit with Lbfgs☆27Updated 8 years ago
- An implementation of GBDT+FM☆24Updated 8 years ago