fastai ecosystem

GPTKB entity

Statements (55)
Predicate Object
gptkbp:instance_of gptkb:National_Park
gptkbp:bfsLayer 6
gptkbp:bfsParent gptkb:fastai.collab
gptkb:fastai.vision
gptkbp:aims_to make deep learning accessible
gptkbp:based_on gptkb:Py_Torch
gptkbp:collaborations gptkb:theorem
gptkbp:community gptkb:theorem
gptkbp:developed_by gptkb:Jeremy_Howard
gptkbp:encourages open-source contributions
gptkbp:focuses_on deep learning
gptkbp:has gptkb:document
tutorials
active community
pre-trained models
https://www.w3.org/2000/01/rdf-schema#label fastai ecosystem
gptkbp:includes gptkb:fastai_v2
fastai library
fastcore library
gptkbp:innovation gptkb:software_framework
gptkbp:integrates_with gptkb:Google_Colab
gptkbp:is_adopted_by large enterprises
startups
gptkbp:is_available_on gptkb:archive
gptkbp:is_compatible_with gptkb:Graphics_Processing_Unit
gptkbp:is_designed_for fast prototyping
gptkbp:is_documented_in fastai documentation
gptkbp:is_featured_in AI conferences
gptkbp:is_influential_in gptkb:project
deep learning frameworks
AI education
gptkbp:is_part_of AI research community
fast.ai organization
gptkbp:is_popular_in gptkb:education
gptkbp:is_promoted_by gptkb:Rachel_Thomas
gptkb:Jeremy_Howard
gptkbp:is_recognized_for gptkb:benchmark
flexibility
ease of use
gptkbp:is_supported_by online forums
gptkbp:is_used_by gptkb:physicist
gptkb:software
data scientists
gptkbp:is_used_for computer vision
natural language processing
tabular data
gptkbp:language gptkb:Library
gptkbp:offers model interpretability tools
courses on deep learning
gptkbp:provides data augmentation tools
state-of-the-art models
high-level API for Py Torch
gptkbp:supports transfer learning
multi-GPU training
gptkbp:utilizes gptkb:Jupyter_notebooks