|
gptkbp:instance_of
|
gptkb:software
|
|
gptkbp:based_on
|
fastai version 1.0
|
|
gptkbp:developed_by
|
gptkb:Jeremy_Howard
|
|
gptkbp:enhances
|
data augmentation
|
|
gptkbp:features
|
transfer learning
|
|
gptkbp:focuses_on
|
ease of use
|
|
gptkbp:has
|
tutorials
community support
active development
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
fastai version 2.0
|
|
gptkbp:improves
|
model training speed
|
|
gptkbp:includes
|
gptkb:fastai.collab
gptkb:fastai.vision
fastai.tabular
fastai.text
fastai library
|
|
gptkbp:is_a_framework_for
|
deep learning
|
|
gptkbp:is_available_on
|
gptkb:archive
|
|
gptkbp:is_compatible_with
|
gptkb:smartphone
gptkb:operating_system
gptkb:Jupyter_notebooks
|
|
gptkbp:is_designed_for
|
machine learning practitioners
|
|
gptkbp:is_known_for
|
flexibility
modularity
user-friendly interface
state-of-the-art results
|
|
gptkbp:is_open_source
|
gptkb:theorem
|
|
gptkbp:is_part_of
|
open-source community
AI education
fast.ai ecosystem
|
|
gptkbp:is_popular_in
|
data science
|
|
gptkbp:is_related_to
|
gptkb:microprocessor
gptkb:Research_Institute
computer vision
natural language processing
deep learning frameworks
collaborative filtering
machine learning libraries
data augmentation techniques
data science tools
transfer learning techniques
tabular data analysis
|
|
gptkbp:is_supported_by
|
fastai forum
fastai documentation
fastai Git Hub repository
fastai courses
|
|
gptkbp:is_used_by
|
gptkb:University
gptkb:physicist
gptkb:software
|
|
gptkbp:is_used_in
|
gptkb:education
gptkb:film_production_company
|
|
gptkbp:language
|
gptkb:Library
|
|
gptkbp:offers
|
pre-trained models
|
|
gptkbp:provides
|
gptkb:document
high-level API
|
|
gptkbp:release_date
|
2020-07-23
|
|
gptkbp:supports
|
gptkb:Py_Torch
mixed precision training
multi-GPU training
|
|
gptkbp:bfsParent
|
gptkb:fastai.callback.early_stopping
|
|
gptkbp:bfsLayer
|
7
|