CRAN/E | fastai

Installation

About

The 'fastai' library simplifies training fast and accurate neural networks using modern best practices. It is based on research in to deep learning best practices undertaken at 'fast.ai', including 'out of the box' support for vision, text, tabular, audio, time series, and collaborative filtering models.

github.com/EagerAI/fastai
Bug report	File report

Key Metrics

Version	2.2.1
Published	2023-03-12 202 days ago
Needs compilation?	no
License	Apache License 2.0
CRAN checks	fastai results

Downloads

Last 24 hours	0 -100%
Last 7 days	173 -44%
Last 30 days	816 -17%
Last 90 days	2.478 -2%
Last 365 days	8.767 -25%

Maintainer

Turgut Abdullayev

turqut.a.314@gmail.com

Authors

Turgut Abdullayev

ctb / cre / cph / aut

Material

README
NEWS
Reference manual
Package source

Vignettes

Basic Tabular
Audio Classification
Speech Recognition
Basic Image Classification
Bayesian Optimisation
Callbacks
Migrating from Catalyst
Custom Image Classification
Data augmentation
GPT2
Head pose
Migrating from Lightning
Low-level ops
Medical image
Migrating from Ignite
Migrating from Pytorch
Multilabel classification
Object detection
Optimizer
Question-Answering
Super-Resolution GAN
RoBERTa
Text-summarization
Time-Series

macOS

r-release	arm64
r-oldrel	arm64
r-release	x86_64
r-oldrel	x86_64

Windows

r-devel	x86_64
r-release	x86_64
r-oldrel	x86_64

Old Sources

fastai archive

Imports

reticulate
generics
png
ggplot2
ggpubr
glue

Suggests

knitr
testthat
rmarkdown
curl
magrittr
data.table
vctrs
stats
utils
R.utils
viridis
zeallot

fastai

Interface to 'fastai'