DeepForge: A Scientific Gateway for Deep Learning

Brian Broll, Miklos Maroti, Peter Volgyesi, Akos Ledeczi
2018 Figshare  
We introduce DeepForge, a gateway to deep learning for the scientific community. DeepForge is designed to lower the barrier to entry and facilitate the rapid development of deep learning models. Utilizing a cloud-based infrastructure, DeepForge facilitates rapid development by promoting reproducibility, collaboration and remote execution of machine learning pipelines. This represents an interdisciplinary approach to facilitating deep learning development as it leverages the strengths of Model
more » ... tegrated Computing to provide a powerful hybrid textual-visual programming platform for the scientific community.
doi:10.6084/m9.figshare.7092272.v1 fatcat:2fbm6gji4vbzbctis7em6bzqti