A Flexible and Powerful Parameter Server for large-scale machine learning
machine-learning scala spark model spark-streaming online-learning parameter-server high-dimensional
-
Updated
Oct 13, 2025 - Java
#
parameter-server
Here are 30 public repositories matching this topic...
Language: All
Filter by language
Sort: Most stars
Sort options
Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication.
distributed-systems machine-learning deep-learning factorization-machines computational-graphs parameter-server model-compression
-
Updated
Jun 17, 2019 - C++
extremely distributed machine learning
-
Updated
Dec 27, 2022 - Scala
Zi Ji Shi Xian De Shen Du Xue Xi Xun Lian Kuang Jia ,Chun javaShi Xian ,Mei You Guo Duo De Di San Fang Yi Lai ,Ke Fen Bu Shi Xun Lian
java machine-learning dnn wide-and-deep parameter-server nerual-network deepleanring java-machine-learning
-
Updated
Jul 30, 2018 - Java
OpenEmbedding is an open source framework for Tensorflow distributed training acceleration.
tensorflow tensorflow-training parameter-server distributed-training model-parallel embedding-layers
-
Updated
Apr 13, 2023 - C++
PetPS: Supporting Huge Embedding Models with Tiered Memory
-
Updated
May 21, 2024 - C++
Serverless ML Framework
-
Updated
Mar 29, 2022 - C++
A fully adaptive, zero-tuning parameter manager that enables efficient distributed machine learning training
parameter-server distributed-training distributed-ml large-scale-machine-learning parameter-management
-
Updated
Feb 23, 2023 - C++
WIP. Veloce is a low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous.
sparsity deep-learning distributed-computing pytorch distributed ray data-parallelism parameter-server heterogeneity model-parallelism
-
Updated
Aug 4, 2022 - Python
Reduce the training time of CNNs by leveraging the power of multiple GPUs in 2 approaches, Multi-workers & Parameter Sever Training using TensorFlow 2
tensorflow distributed multi-gpu parameter-server distributed-tensorflow distributed-training multi-workers
-
Updated
Sep 26, 2022 - Jupyter Notebook
Distributed Fieldaware Factorization Machines based on Parameter Server
-
Updated
Jan 5, 2018 - C++
python lib for sparse parameter server using rocksdb, written in c++
-
Updated
Mar 19, 2025 - C++
Serving layer for large machine learning models on Apache Flink
-
Updated
Aug 8, 2018 - Java
Fen Bu Shi Liu Shu Ju Da Gui Mo Zhu Ti Mo Xing De Shi Xian
-
Updated
Mar 20, 2017 - Scala
Machine Learning models for large datasets
big-data hadoop autograd document-classification mapreduce lda hadoop-mapreduce large-dataset parameter-server guinea-pig autodiff bigml lda-gibbs-sampling guineapig sparse-sgd
-
Updated
Jan 19, 2018 - Gnuplot
An implementation of the MuZero algorithm by Google Deepmind.
-
Updated
Aug 27, 2025 - Python
ROS utility package for build-time configuration file generation and dumping/restoring contents of ROS parameter server to/from ROS bags.
-
Updated
Apr 27, 2024 - C++
a simple machine learning library
-
Updated
Jun 4, 2018 - C++
A lightweight community-aware heterogeneous parameter server paradigm.
-
Updated
Dec 4, 2018 - C++
Improve this page
Add a description, image, and links to the parameter-server topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the parameter-server topic, visit your repo's landing page and select "manage topics."