FastAI
FastAI is a module
| Name | Kind |
|---|---|
Context
|
abstract type |
accuracy_thresh
|
function |
checkblock
|
function |
decode
|
function |
describetask
|
function |
encode
|
function |
encodesample
|
function |
finetune!
|
function |
fitonecycle!
|
function |
getbatch
|
function |
loadtaskmodel
|
function |
lrfind
|
function |
makebatch
|
function |
predict
|
function |
predictbatch
|
function |
savetaskmodel
|
function |
setup
|
function |
showbatch
|
function |
showblock
|
function |
showblocks
|
function |
showencodedsample
|
function |
showencodedsamples
|
function |
showoutput
|
function |
showoutputbatch
|
function |
showoutputs
|
function |
showprediction
|
function |
showpredictions
|
function |
showsample
|
function |
showsamples
|
function |
taskdataloaders
|
function |
tasklearner
|
function |
tasklossfn
|
function |
taskmodel
|
function |
Datasets
|
module |
FastAI
|
module |
Registries
|
module |
BlockTask
|
struct |
Continuous
|
struct |
Inference
|
struct |
Label
|
struct |
LabelMulti
|
struct |
Many
|
struct |
Named
|
struct |
OneHot
|
struct |
Only
|
struct |
ShowMakie
|
struct |
ShowText
|
struct |
SupervisedTask
|
struct |
Training
|
struct |
Validation
|
struct |
taskdataset
|
struct |
The following pages link back here:
Blocks and encodings, Custom learning tasks, Data containers, Developing, Discovery, FastAI.jl, Feature registries in FastAI.jl, How to augment vision data, How to find functionality, How to log to TensorBoard, How to train a model, How to visualize data, Image segmentation, Introduction, Keypoint regression, New visualization tools for FastAI.jl, Performant data pipelines, Presizing vision datasets for performance, Quickstart, Saving and loading models for inference, Setup, Siamese image similarity, Tabular Classification, Text Classification, TimeSeries Classification, Variational autoencoders, fastai API comparison, tsregression
FastMakie.jl , axis.jl , blocks.jl , lrfind.jl , FastTabular.jl , encodings/tabularpreprocessing.jl , tasks/classification.jl , tasks/regression.jl , FastVision.jl , blocks/image.jl , encodings/imagepreprocessing.jl , models.jl , models/Models.jl , tasks/classification.jl , tasks/keypointregression.jl , tasks/segmentation.jl