OpenDL
Distributed Deep Learning Framework
A framework for large-scale distributed deep learning training using the Spark platform
The Deep Learning training framework on Spark
220 stars
52 watching
98 forks
Language: Java
last commit: about 9 years ago Related projects:
Repository | Description | Stars |
---|---|---|
sql-machine-learning/elasticdl | A framework for building and training distributed deep learning models in Kubernetes environments. | 733 |
south-hw/fedpara_iclr22 | A collaborative deep learning framework that enables private and efficient model updates in distributed settings | 9 |
kotlin/kotlindl | A high-level Deep Learning API for training and deploying neural networks written in Kotlin. | 1,474 |
nicholas-leonard/dp | A deep learning library for streamlining research and development using the Torch7 distribution. | 343 |
federatedai/eggroll | A framework for distributed machine learning | 244 |
securefederatedai/openfl | A framework for enabling collaboration on machine learning projects without sharing sensitive data | 728 |
developmentseed/caffe | A framework for deep learning using C++ and modularity to speed up development. | 6 |
amd/opencl-caffe | An OpenCL implementation of Caffe, a mainstream DNN framework. | 517 |
dmmiller612/sparktorch | A PyTorch implementation on Apache Spark for distributed deep learning model training and inference. | 339 |
ivan-vasilev/neuralnetworks | A Java implementation of deep learning algorithms and neural networks with GPU acceleration | 1,232 |
rong-dai/dispfl | An implementation of a personalized federated learning framework with decentralized sparse training and peer-to-peer communication protocol. | 68 |
coreylowman/dfdx | A deep learning library for Rust with GPU acceleration and ergonomic API. | 1,737 |
litian96/ditto | A framework for personalized federated learning to balance fairness and robustness in decentralized machine learning systems. | 137 |
millionintegrals/vel | A collection of modular deep learning components that can be easily configured and reused in various applications. | 276 |
yechengxi/lightnet | A Matlab-based framework for building and training deep learning models | 270 |