Angel-ML / serving
A stand alone industrial serving system for angel.
☆62Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for serving
- Spark On Angel, arming Spark with a powerful Parameter Server, which enable Spark to train very big models☆84Updated last year
- extremely distributed machine learning☆123Updated last year
- ☆318Updated 3 weeks ago
- Distributed LR、 FM model on Parameter Server. FTRL and SGD Optimization Algorithm.☆221Updated 6 years ago
- An automatic machine learning toolkit, including hyper-parameter tuning and feature engineering.☆58Updated 5 years ago
- A flexible, high-performance serving system for machine learning models☆140Updated 2 years ago
- Read and write Tensorflow TFRecord data from Apache Spark.☆290Updated 6 months ago
- ☆41Updated last year
- A high-performance serving system for DeepRec based on TensorFlow Serving.☆18Updated last year
- Distributed FM and LR based on Parameter Server with Ftrl☆128Updated 7 years ago
- sparse word2vec☆109Updated 2 years ago
- Asynchronous spark machine learning with parameter server☆25Updated 8 years ago
- ☆140Updated 9 months ago
- Hybrid model of Gradient Boosting Trees and Logistic Regression (GBDT+LR) on Spark☆88Updated 5 years ago
- An implement of Factorization Machines (LibFM)☆248Updated 6 years ago
- ElasticCTR，即飞桨弹性计算推荐系统，是基于Kubernetes的企业级推荐系统开源解决方案。该方案融合了百度业务场景下持续打磨的高精度CTR模型、飞桨开源框架的大规模分布式训练能力、工业级稀疏参数弹性调度服务，帮助用户在Kubernetes环境中一键完成推荐系统部…☆180Updated 4 years ago
- PyTorch On Angel, arming PyTorch with a powerful Parameter Server, which enable PyTorch to train very big models.☆165Updated last year
- Parameter Server implementation in Apache Flink☆57Updated 6 years ago
- a parameter server for distributed machine learning applications☆105Updated 8 years ago
- A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster☆157Updated 7 months ago
- A parallel implementation of factorization machines based on Spark☆73Updated 4 years ago
- A flexible, high-performance framework for large-scale retrieval problems based on TensorFlow.☆150Updated 4 months ago
- LR、FM model solved by ftrl and sgd parallel on MPI☆111Updated 6 years ago
- FFM (Field-Awared Factorization Machine) on Spark☆105Updated 6 years ago
- Multi-thread implementation of Factorization Machines with FTRL for multi-class classification problem which uses softmax as hypothesis.☆70Updated 3 years ago
- Java library and command-line application for converting LightGBM models to PMML☆174Updated 3 months ago
- ☆51Updated last year
- 算法相关的各种论文和slides☆42Updated 5 years ago
- Glint: High performance scala parameter server☆168Updated 6 years ago