Validation Report - fastai@2.2.2
Context
This report is fully automated and builds on rhub/ref-image image. Documents the installation of this package on an open source R environment, focusing on:
- Installation environment description
- Testing coverage
It is limited to assess whether unit tests and documentation are present and can execute without error. An assessment would be required that the tests and documentation are meaningful.
Package fastai
Metric based risk assessment
The following metrics are derived from the riskmetric R package.
| has_news | 1 |
| news_current | TRUE |
| exported_namespace | 864 |
| has_vignettes | 49 |
| export_help | 864 |
| has_website | TRUE |
| has_maintainer | Turgut Abdullayev turqut.a.314@gmail.com |
| bugs_status | subscript out of bounds |
| has_source_control | https://github.com/EagerAI/fastai |
| has_bug_reports_url | 1 |
| downloads_1yr | 11709 |
| reverse_dependencies | 0 |
| has_examples | 0.9989691 |
| dependencies | 6 |
| license | Apache License 2.0 |
Package general assessment: Coverage, check results, size, download the last year, reverse dependencies and number of dependencies.
Dependencies
Overall the package has these dependencies:
| package | type | |
|---|---|---|
| 1 | reticulate | Imports |
| 2 | generics | Imports |
| 3 | png | Imports |
| 4 | ggplot2 | Imports |
| 5 | ggpubr | Imports |
| 6 | glue | Imports |
Package dependencies
Reverse dependencies
Overall the package has 0 reverse dependencies:
Namespace
Overall the package has 864 exported objects. 863 are documented:
%f%
FALSE
AccumMetric
TRUE
accuracy
TRUE
accuracy_multi
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accuracy_thresh_expand
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Adam
TRUE
adam_step
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adaptive_pool
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AdaptiveAvgPool
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AdaptiveConcatPool1d
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AdaptiveConcatPool2d
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AdaptiveGANSwitcher
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AdaptiveLoss
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add_cyclic_datepart
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add_datepart
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AddChannels
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AddNoise
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affine_coord
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affine_mat
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AffineCoordTfm
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alexnet
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apply_perspective
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APScoreBinary
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APScoreMulti
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array_reshape
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as_array
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aspect
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audio_extensions
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AudioBlock
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AudioBlock_from_folder
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AudioGetter
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AudioPadType
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AudioTensor
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AudioTensor_create
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AudioToMFCC
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AudioToMFCC_from_cfg
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AudioToSpec_from_cfg
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aug_transforms
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AutoConfig
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average_grad
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average_sqr_grad
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AvgLoss
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AvgPool
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AvgSmoothLoss
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AWD_LSTM
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awd_lstm_clas_split
TRUE
awd_lstm_lm_split
TRUE
AWD_QRNN
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BalancedAccuracy
TRUE
BaseLoss
TRUE
BaseTokenizer
TRUE
basic_critic
TRUE
basic_generator
TRUE
BasicMelSpectrogram
TRUE
BasicMFCC
TRUE
BasicSpectrogram
TRUE
BatchNorm
TRUE
BatchNorm1dFlat
TRUE
bb_pad
TRUE
BBoxBlock
TRUE
BBoxLabeler
TRUE
BBoxLblBlock
TRUE
BCELossFlat
TRUE
BCEWithLogitsLossFlat
TRUE
BrierScore
TRUE
BrierScoreMulti
TRUE
bs_find
TRUE
calculate_rouge
TRUE
Callback
TRUE
capture.output
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Cat
TRUE
catalyst_model
TRUE
Categorify
TRUE
CategoryBlock
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ChangeVolume
TRUE
children_and_parameters
TRUE
ClassificationInterpretation_from_learner
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clean_raw_keys
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clip_remove_empty
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cm
TRUE
cnn_config
TRUE
cnn_learner
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COCOMetric
TRUE
COCOMetricType
TRUE
CohenKappa
TRUE
collab_learner
TRUE
CollabDataLoaders_from_dblock
TRUE
CollabDataLoaders_from_df
TRUE
CollectDataCallback
TRUE
colors
TRUE
ColReader
TRUE
ColSplitter
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combined_flat_anneal
TRUE
competition_download_file
TRUE
competition_download_files
TRUE
competition_leaderboard_download
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competition_list_files
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competition_submit
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competitions_list
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Contrast
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conv_norm_lr
TRUE
ConvLayer
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convT_norm_relu
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CorpusBLEUMetric
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crappifier
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create_body
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create_cnn_model
TRUE
create_fcn
TRUE
create_head
TRUE
create_inception
TRUE
create_mlp
TRUE
create_resnet
TRUE
create_unet_model
TRUE
CropPad
TRUE
CropTime
TRUE
CrossEntropyLossFlat
TRUE
CSVLogger
TRUE
CudaCallback
TRUE
CutMix
TRUE
cutout_gaussian
TRUE
cycle_learner
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CycleGAN
TRUE
CycleGANLoss
TRUE
Data_Loaders
TRUE
DataBlock
TRUE
dataloaders
TRUE
Datasets
TRUE
dcmread
TRUE
debias
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Debugger
TRUE
decision_plot
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decode_spec_tokens
TRUE
default_split
TRUE
Delta
TRUE
denormalize_imagenet
TRUE
densenet121
TRUE
densenet161
TRUE
densenet169
TRUE
densenet201
TRUE
DenseResBlock
TRUE
dependence_plot
TRUE
DeterministicDihedral
TRUE
DeterministicDraw
TRUE
DeterministicFlip
TRUE
detuplify_pg
TRUE
dev.off
TRUE
Dice
TRUE
Dicom
TRUE
dicom_windows
TRUE
Dihedral
TRUE
dihedral_mat
TRUE
DihedralItem
TRUE
discriminator
TRUE
download.file
TRUE
DownmixMono
TRUE
dropout_mask
TRUE
dummy_eval
TRUE
DynamicUnet
TRUE
EarlyStoppingCallback
TRUE
efficientdet_infer_dl
TRUE
efficientdet_learner
TRUE
efficientdet_model
TRUE
efficientdet_predict_dl
TRUE
efficientdet_train_dl
TRUE
efficientdet_valid_dl
TRUE
emb_sz_rule
TRUE
Embedding
TRUE
EmbeddingDropout
TRUE
error_rate
TRUE
exp_rmspe
TRUE
ExplainedVariance
TRUE
export_generator
TRUE
F1Score
TRUE
F1ScoreMulti
TRUE
fa_collate
TRUE
fa_convert
TRUE
fastai_version
TRUE
faster_rcnn_infer_dl
TRUE
faster_rcnn_learner
TRUE
faster_rcnn_model
TRUE
faster_rcnn_predict_dl
TRUE
faster_rcnn_train_dl
TRUE
faster_rcnn_valid_dl
TRUE
FBeta
TRUE
FBetaMulti
TRUE
FetchPredsCallback
TRUE
FileSplitter
TRUE
FillMissing
TRUE
FillStrategy_COMMON
TRUE
FillStrategy_CONSTANT
TRUE
FillStrategy_MEDIAN
TRUE
find_coeffs
TRUE
fine_tune
TRUE
fit
TRUE
fit_flat_cos
TRUE
fit_flat_lin
TRUE
fit_one_cycle
TRUE
fit_sgdr
TRUE
fix_fit
TRUE
fix_html
TRUE
FixedGANSwitcher
TRUE
Flatten
TRUE
flatten_check
TRUE
flatten_model
TRUE
Flip
TRUE
flip_mat
TRUE
FlipItem
TRUE
float
TRUE
FolderDataset
TRUE
force_plot
TRUE
foreground_acc
TRUE
forget_mult_CPU
TRUE
ForgetMultGPU
TRUE
freeze
TRUE
FuncSplitter
TRUE
fView
TRUE
gan_critic
TRUE
gan_loss_from_func
TRUE
GANDiscriminativeLR
TRUE
GANLearner_from_learners
TRUE
GANLearner_wgan
TRUE
GANLoss
TRUE
GANModule
TRUE
GANTrainer
TRUE
GatherPredsCallback
TRUE
gauss_blur2d
TRUE
generate_noise
TRUE
get_annotations
TRUE
get_audio_files
TRUE
get_bias
TRUE
get_c
TRUE
get_confusion_matrix
TRUE
get_data_loaders
TRUE
get_dcm_matrix
TRUE
get_dicom_files
TRUE
get_dls
TRUE
get_emb_sz
TRUE
get_files
TRUE
get_grid
TRUE
get_hf_objects
TRUE
get_image_files
TRUE
get_language_model
TRUE
get_preds_cyclegan
TRUE
get_text_classifier
TRUE
get_text_files
TRUE
get_weights
TRUE
GradientAccumulation
TRUE
GrandparentSplitter
TRUE
grayscale
TRUE
HammingLoss
TRUE
HammingLossMulti
TRUE
has_params
TRUE
has_pool_type
TRUE
helper
TRUE
HF_ARCHITECTURES
TRUE
HF_BaseInput
TRUE
HF_BaseModelCallback
TRUE
HF_BaseModelWrapper
TRUE
HF_BeforeBatchTransform
TRUE
HF_CausalLMBeforeBatchTransform
TRUE
HF_load_dataset
TRUE
HF_QABatchTransform
TRUE
HF_QABeforeBatchTransform
TRUE
HF_QstAndAnsModelCallback
TRUE
HF_QuestionAnswerInput
TRUE
hf_splitter
TRUE
HF_SummarizationBeforeBatchTransform
TRUE
HF_SummarizationInput
TRUE
HF_SummarizationModelCallback
TRUE
HF_TASKS_ALL
TRUE
HF_TASKS_AUTO
TRUE
HF_Text2TextAfterBatchTransform
TRUE
HF_Text2TextBlock
TRUE
HF_TextBlock
TRUE
HF_TokenCategorize
TRUE
HF_TokenCategoryBlock
TRUE
HF_TokenClassBeforeBatchTransform
TRUE
HF_TokenClassInput
TRUE
HF_TokenTensorCategory
TRUE
Hook
TRUE
hook_output
TRUE
hook_outputs
TRUE
HookCallback
TRUE
Hooks
TRUE
hsv2rgb
TRUE
Hue
TRUE
icevision_Adapter
TRUE
icevision_aug_tfms
TRUE
icevision_BasicIAATransform
TRUE
icevision_BasicTransform
TRUE
icevision_Blur
TRUE
icevision_ChannelDropout
TRUE
icevision_ChannelShuffle
TRUE
icevision_CLAHE
TRUE
icevision_ClassMap
TRUE
icevision_CoarseDropout
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icevision_ColorJitter
TRUE
icevision_Compose
TRUE
icevision_Crop
TRUE
icevision_CropNonEmptyMaskIfExists
TRUE
icevision_Cutout
TRUE
icevision_Dataset
TRUE
icevision_Dataset_from_images
TRUE
icevision_Downscale
TRUE
icevision_DualIAATransform
TRUE
icevision_DualTransform
TRUE
icevision_ElasticTransform
TRUE
icevision_Equalize
TRUE
icevision_FancyPCA
TRUE
icevision_FDA
TRUE
icevision_FixedSplitter
TRUE
icevision_Flip
TRUE
icevision_FromFloat
TRUE
icevision_GaussianBlur
TRUE
icevision_GaussNoise
TRUE
icevision_GlassBlur
TRUE
icevision_GridDistortion
TRUE
icevision_GridDropout
TRUE
icevision_HistogramMatching
TRUE
icevision_HorizontalFlip
TRUE
icevision_HueSaturationValue
TRUE
icevision_IAAAdditiveGaussianNoise
TRUE
icevision_IAAAffine
TRUE
icevision_IAACropAndPad
TRUE
icevision_IAAEmboss
TRUE
icevision_IAAFliplr
TRUE
icevision_IAAFlipud
TRUE
icevision_IAAPerspective
TRUE
icevision_IAAPiecewiseAffine
TRUE
icevision_IAASharpen
TRUE
icevision_IAASuperpixels
TRUE
icevision_ImageCompression
TRUE
icevision_ImageOnlyIAATransform
TRUE
icevision_ImageOnlyTransform
TRUE
icevision_InvertImg
TRUE
icevision_ISONoise
TRUE
icevision_JpegCompression
TRUE
icevision_LongestMaxSize
TRUE
icevision_MaskDropout
TRUE
icevision_MedianBlur
TRUE
icevision_MotionBlur
TRUE
icevision_MultiplicativeNoise
TRUE
icevision_Normalize
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icevision_OpticalDistortion
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icevision_PadIfNeeded
TRUE
icevision_parse
TRUE
icevision_Posterize
TRUE
icevision_RandomBrightnessContrast
TRUE
icevision_RandomContrast
TRUE
icevision_RandomCrop
TRUE
icevision_RandomCropNearBBox
TRUE
icevision_RandomFog
TRUE
icevision_RandomGamma
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icevision_RandomGridShuffle
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icevision_RandomRain
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icevision_RandomResizedCrop
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icevision_RandomRotate90
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icevision_RandomScale
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icevision_RandomShadow
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icevision_RandomSizedBBoxSafeCrop
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icevision_RandomSizedCrop
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icevision_RandomSnow
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icevision_RandomSplitter
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icevision_RandomSunFlare
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icevision_read_bgr_image
TRUE
icevision_read_rgb_image
TRUE
icevision_Resize
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icevision_resize_and_pad
TRUE
icevision_RGBShift
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icevision_Rotate
TRUE
icevision_ShiftScaleRotate
TRUE
icevision_SingleSplitSplitter
TRUE
icevision_SmallestMaxSize
TRUE
icevision_Solarize
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icevision_ToFloat
TRUE
icevision_ToGray
TRUE
icevision_ToSepia
TRUE
icevision_Transpose
TRUE
icevision_VerticalFlip
TRUE
icnr_init
TRUE
IDMap
TRUE
Image
TRUE
Image_create
TRUE
Image_open
TRUE
Image_resize
TRUE
image2tensor
TRUE
ImageBlock
TRUE
ImageBW_create
TRUE
ImageDataLoaders_from_csv
TRUE
ImageDataLoaders_from_dblock
TRUE
ImageDataLoaders_from_df
TRUE
ImageDataLoaders_from_folder
TRUE
ImageDataLoaders_from_lists
TRUE
ImageDataLoaders_from_name_re
TRUE
ImageDataLoaders_from_path_func
TRUE
ImageDataLoaders_from_path_re
TRUE
imagenet_stats
TRUE
in_channels
TRUE
InceptionModule
TRUE
IndexSplitter
TRUE
init
TRUE
init_default
TRUE
init_linear
TRUE
install_fastai
TRUE
InstanceNorm
TRUE
IntToFloatTensor
TRUE
InvisibleTensor
TRUE
is_rmarkdown
TRUE
Jaccard
TRUE
JaccardCoeff
TRUE
JaccardMulti
TRUE
kg
TRUE
L
TRUE
L1LossFlat
TRUE
l2_reg
TRUE
LabeledBBox
TRUE
LabelSmoothingCrossEntropy
TRUE
LabelSmoothingCrossEntropyFlat
TRUE
Lamb
TRUE
lamb_step
TRUE
Lambda
TRUE
language_model_learner
TRUE
Larc
TRUE
larc_layer_lr
TRUE
larc_step
TRUE
layer_info
TRUE
Learner
TRUE
LightingTfm
TRUE
LinBnDrop
TRUE
LinearDecoder
TRUE
LitModel
TRUE
LMDataLoader
TRUE
LMLearner
TRUE
LMLearner_predict
TRUE
load_dataset
TRUE
load_ignore_keys
TRUE
load_image
TRUE
load_learner
TRUE
load_model_text
TRUE
load_tokenized_csv
TRUE
loaders
TRUE
login
TRUE
Lookahead
TRUE
LossMetric
TRUE
lr_find
TRUE
mae
TRUE
make_vocab
TRUE
Mask_create
TRUE
mask_from_blur
TRUE
mask_rcnn_infer_dl
TRUE
mask_rcnn_learner
TRUE
mask_rcnn_model
TRUE
mask_rcnn_predict_dl
TRUE
mask_rcnn_train_dl
TRUE
mask_rcnn_valid_dl
TRUE
mask_tensor
TRUE
mask2bbox
TRUE
MaskBlock
TRUE
masked_concat_pool
TRUE
MaskFreq
TRUE
MaskTime
TRUE
match_embeds
TRUE
MatthewsCorrCoef
TRUE
MatthewsCorrCoefMulti
TRUE
MaxPool
TRUE
maybe_unsqueeze
TRUE
MCDropoutCallback
TRUE
median
TRUE
MergeLayer
TRUE
mish
TRUE
Mish_
TRUE
MishJitAutoFn
TRUE
MixHandler
TRUE
MixUp
TRUE
model_sizes
TRUE
ModelResetter
TRUE
Module
TRUE
momentum_step
TRUE
most_confused
TRUE
mse
TRUE
MSELossFlat
TRUE
msle
TRUE
MultiCategorize
TRUE
MultiCategoryBlock
TRUE
MultiTargetLoss
TRUE
n_px
TRUE
narrow
TRUE
Net
TRUE
nn
TRUE
nn_loss
TRUE
nn_module
TRUE
NoiseColor
TRUE
NoneReduce
TRUE
noop
TRUE
norm_apply_denorm
TRUE
Normalize
TRUE
Normalize_from_stats
TRUE
NormalizeTS
TRUE
num_features_model
TRUE
Numericalize
TRUE
OldRandomCrop
TRUE
one_batch
TRUE
OpenAudio
TRUE
optim_metric
TRUE
Optimizer
TRUE
OptimWrapper
TRUE
os
TRUE
os_environ_tpu
TRUE
pad_conv_norm_relu
TRUE
pad_input
TRUE
pad_input_chunk
TRUE
parallel
TRUE
parallel_tokenize
TRUE
params
TRUE
ParamScheduler
TRUE
parent_label
TRUE
parsers_AreasMixin
TRUE
parsers_BBoxesMixin
TRUE
parsers_FasterRCNN
TRUE
parsers_FilepathMixin
TRUE
parsers_ImageidMixin
TRUE
parsers_IsCrowdsMixin
TRUE
parsers_LabelsMixin
TRUE
parsers_MaskRCNN
TRUE
parsers_MasksMixin
TRUE
parsers_SizeMixin
TRUE
parsers_voc
TRUE
partial
TRUE
PartialDL
TRUE
PartialLambda
TRUE
pca
TRUE
PearsonCorrCoef
TRUE
Perplexity
TRUE
Pipeline
TRUE
PixelShuffle_ICNR
TRUE
plot
TRUE
plot_bs_find
TRUE
plot_confusion_matrix
TRUE
plot_loss
TRUE
plot_lr_find
TRUE
plot_top_losses
TRUE
PointBlock
TRUE
PointScaler
TRUE
PooledSelfAttention2d
TRUE
PoolFlatten
TRUE
PoolingLinearClassifier
TRUE
pre_process_squad
TRUE
Precision
TRUE
PrecisionMulti
TRUE
predict
TRUE
preplexity
TRUE
preprocess_audio_folder
TRUE
PreprocessAudio
TRUE
py_apply
TRUE
py_load_object
TRUE
PyClass
TRUE
QHAdam
TRUE
qhadam_step
TRUE
QRNN
TRUE
QRNNLayer
TRUE
R2Score
TRUE
RAdam
TRUE
radam_step
TRUE
RandomCrop
TRUE
RandomErasing
TRUE
RandomResizedCrop
TRUE
RandomResizedCropGPU
TRUE
RandomSplitter
TRUE
RandPair
TRUE
RandTransform
TRUE
ranger
TRUE
RatioResize
TRUE
ReadTSBatch
TRUE
Recall
TRUE
RecallMulti
TRUE
ReduceLROnPlateau
TRUE
RegressionBlock
TRUE
RemoveSilence
TRUE
RemoveType
TRUE
replace_all_caps
TRUE
replace_maj
TRUE
replace_rep
TRUE
replace_wrep
TRUE
res_block_1d
TRUE
Resample
TRUE
ResBlock
TRUE
reshape
TRUE
Resize
TRUE
resize_max
TRUE
ResizeBatch
TRUE
ResizeSignal
TRUE
ResNet
TRUE
resnet_generator
TRUE
resnet101
TRUE
resnet152
TRUE
resnet18
TRUE
resnet34
TRUE
resnet50
TRUE
ResnetBlock
TRUE
RetinaNet
TRUE
RetinaNetFocalLoss
TRUE
reverse_text
TRUE
rgb2hsv
TRUE
rm_useless_spaces
TRUE
rms_prop_step
TRUE
rmse
TRUE
RMSProp
TRUE
RNNDropout
TRUE
RNNRegularizer
TRUE
RocAuc
TRUE
RocAucBinary
TRUE
RocAucMulti
TRUE
Rotate
TRUE
rotate_mat
TRUE
Saturation
TRUE
SaveModelCallback
TRUE
SchedCos
TRUE
SchedExp
TRUE
SchedLin
TRUE
SchedNo
TRUE
SchedPoly
TRUE
sd
TRUE
SEBlock
TRUE
SegmentationDataLoaders_from_label_func
TRUE
SelfAttention
TRUE
SEModule
TRUE
SentenceEncoder
TRUE
SentencePieceTokenizer
TRUE
SeparableBlock
TRUE
SequentialRNN
TRUE
SEResNeXtBlock
TRUE
set_freeze_model
TRUE
set_item_pg
TRUE
setup_aug_tfms
TRUE
SGD
TRUE
sgd_step
TRUE
SGRoll
TRUE
shape
TRUE
ShapInterpretation
TRUE
Shortcut
TRUE
ShortEpochCallback
TRUE
show
TRUE
show_array
TRUE
show_batch
TRUE
show_image
TRUE
show_images
TRUE
show_preds
TRUE
show_results
TRUE
show_samples
TRUE
ShowCycleGANImgsCallback
TRUE
ShowGraphCallback
TRUE
sigmoid
TRUE
sigmoid_
TRUE
sigmoid_range
TRUE
SigmoidRange
TRUE
SignalCutout
TRUE
SignalLoss
TRUE
SignalShifter
TRUE
SimpleCNN
TRUE
SimpleSelfAttention
TRUE
skm_to_fastai
TRUE
slice
TRUE
SortedDL
TRUE
SpacyTokenizer
TRUE
SpearmanCorrCoef
TRUE
spec_add_spaces
TRUE
SpectrogramTransformer
TRUE
SqueezeNet
TRUE
squeezenet1_0
TRUE
squeezenet1_1
TRUE
stack_train_valid
TRUE
step_stat
TRUE
subplots
TRUE
summarization_splitter
TRUE
summary_plot
TRUE
swish
TRUE
Swish_
TRUE
tabular_config
TRUE
tabular_learner
TRUE
TabularDataTable
TRUE
TabularModel
TRUE
TabularTS
TRUE
TabularTSDataloader
TRUE
tar_extract_at_filename
TRUE
tensor
TRUE
TensorBBox
TRUE
TensorBBox_create
TRUE
TensorImage
TRUE
TensorImageBW
TRUE
TensorMultiCategory
TRUE
TensorPoint
TRUE
TensorPoint_create
TRUE
TerminateOnNaNCallback
TRUE
test_loader
TRUE
text_classifier_learner
TRUE
TextBlock
TRUE
TextBlock_from_df
TRUE
TextBlock_from_folder
TRUE
TextDataLoaders_from_csv
TRUE
TextDataLoaders_from_df
TRUE
TextDataLoaders_from_folder
TRUE
TextLearner
TRUE
TextLearner_load_encoder
TRUE
TextLearner_load_pretrained
TRUE
TextLearner_save_encoder
TRUE
TfmdDL
TRUE
TfmdLists
TRUE
TfmResize
TRUE
timm_learner
TRUE
timm_list_models
TRUE
to_bytes_format
TRUE
to_image
TRUE
to_matrix
TRUE
to_thumb
TRUE
to_xla
TRUE
tokenize_csv
TRUE
tokenize_df
TRUE
tokenize_files
TRUE
tokenize_folder
TRUE
tokenize_texts
TRUE
tokenize1
TRUE
Tokenizer
TRUE
Tokenizer_from_df
TRUE
TokenizeWithRules
TRUE
top_k_accuracy
TRUE
torch
TRUE
total_params
TRUE
ToTensor
TRUE
TrackerCallback
TRUE
train_loader
TRUE
trainable_params
TRUE
TrainEvalCallback
TRUE
Transform
TRUE
TransformBlock
TRUE
transformers
TRUE
TransformersDropOutput
TRUE
TransformersTokenizer
TRUE
trunc_normal_
TRUE
TSBlock
TRUE
TSDataLoaders_from_dfs
TRUE
TSDataTable
TRUE
TSeries
TRUE
TSeries_create
TRUE
unet_config
TRUE
unet_learner
TRUE
UnetBlock
TRUE
unfreeze
TRUE
uniform_blur2d
TRUE
URLs_ADULT_SAMPLE
TRUE
URLs_AG_NEWS
TRUE
URLs_AMAZON_REVIEWS_POLARITY
TRUE
URLs_AMAZON_REVIEWSAMAZON_REVIEWS
TRUE
URLs_BIWI_HEAD_POSE
TRUE
URLs_CALTECH_101
TRUE
URLs_CAMVID
TRUE
URLs_CAMVID_TINY
TRUE
URLs_CARS
TRUE
URLs_CIFAR
TRUE
URLs_CIFAR_100
TRUE
URLs_COCO_TINY
TRUE
URLs_CUB_200_2011
TRUE
URLs_DBPEDIA
TRUE
URLs_DOGS
TRUE
URLs_FLOWERS
TRUE
URLs_FOOD
TRUE
URLs_HORSE_2_ZEBRA
TRUE
URLs_HUMAN_NUMBERS
TRUE
URLs_IMAGENETTE
TRUE
URLs_IMAGENETTE_160
TRUE
URLs_IMAGENETTE_320
TRUE
URLs_IMAGEWOOF
TRUE
URLs_IMAGEWOOF_160
TRUE
URLs_IMAGEWOOF_320
TRUE
URLs_IMDB
TRUE
URLs_IMDB_SAMPLE
TRUE
URLs_LSUN_BEDROOMS
TRUE
URLs_ML_SAMPLE
TRUE
URLs_MNIST
TRUE
URLs_MNIST_SAMPLE
TRUE
URLs_MNIST_TINY
TRUE
URLs_MNIST_VAR_SIZE_TINY
TRUE
URLs_MOVIE_LENS_ML_100k
TRUE
URLs_MT_ENG_FRA
TRUE
URLs_OPENAI_TRANSFORMER
TRUE
URLs_PASCAL_2007
TRUE
URLs_PASCAL_2012
TRUE
URLs_PETS
TRUE
URLs_PLANET_SAMPLE
TRUE
URLs_PLANET_TINY
TRUE
URLs_S3_COCO
TRUE
URLs_S3_IMAGE
TRUE
URLs_S3_IMAGELOC
TRUE
URLs_S3_MODEL
TRUE
URLs_S3_NLP
TRUE
URLs_SIIM_SMALL
TRUE
URLs_SKIN_LESION
TRUE
URLs_SOGOU_NEWS
TRUE
URLs_SPEAKERS10
TRUE
URLs_SPEECHCOMMANDS
TRUE
URLs_WIKITEXT
TRUE
URLs_WIKITEXT_TINY
TRUE
URLs_WT103_BWD
TRUE
URLs_WT103_FWD
TRUE
URLs_YAHOO_ANSWERS
TRUE
URLs_YELP_REVIEWS
TRUE
URLs_YELP_REVIEWS_POLARITY
TRUE
vgg11_bn
TRUE
vgg13_bn
TRUE
vgg16_bn
TRUE
vgg19_bn
TRUE
vleaky_relu
TRUE
Voice
TRUE
WandbCallback
TRUE
Warp
TRUE
waterfall_plot
TRUE
weight_decay
TRUE
WeightDropout
TRUE
WeightedDL
TRUE
win_abdoment_soft
TRUE
win_brain
TRUE
win_brain_bone
TRUE
win_brain_soft
TRUE
win_liver
TRUE
win_lungs
TRUE
win_mediastinum
TRUE
win_spine_bone
TRUE
win_spine_soft
TRUE
win_stroke
TRUE
win_subdural
TRUE
XResNet
TRUE
xresnet101
TRUE
xresnet152
TRUE
xresnet18
TRUE
xresnet18_deep
TRUE
xresnet18_deeper
TRUE
xresnet34
TRUE
xresnet34_deep
TRUE
xresnet34_deeper
TRUE
xresnet50
TRUE
xresnet50_deep
TRUE
xresnet50_deeper
TRUE
xresnext101
TRUE
xresnext18
TRUE
xresnext34
TRUE
xresnext50
TRUE
xse_resnet101
TRUE
xse_resnet152
TRUE
xse_resnet18
TRUE
xse_resnet34
TRUE
xse_resnet50
TRUE
xse_resnext101
TRUE
xse_resnext18
TRUE
xse_resnext18_deep
TRUE
xse_resnext18_deeper
TRUE
xse_resnext34
TRUE
xse_resnext34_deep
TRUE
xse_resnext34_deeper
TRUE
xse_resnext50
TRUE
xse_resnext50_deep
TRUE
xse_resnext50_deeper
TRUE
xsenet154
TRUE
zoom
TRUE
Zoom_
TRUE
zoom_mat
TRUE Examples
There are 969 help pages with examples, from 970 (99.90 %).
NEWS
The package has NEWS file and it is current.
License
The package uses .
Installation environment
System Info
| Field | Value |
|---|---|
| Image | rhub/ref-image |
| OS | Ubuntu 24.04.1 LTS |
| Platform | x86_64-pc-linux-gnu |
| System | x86_64, linux-gnu |
| Execution Time | 2025-02-19 05:14:34 UTC |
System information. Table about the system used to check the package.
R Session Info
Information about the R environment and capabilities:
R version 4.4.2 (2024-10-31)
Platform: x86_64-pc-linux-gnu
Running under: Ubuntu 24.04.1 LTS
Matrix products: default
BLAS: /usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3
LAPACK: /usr/lib/x86_64-linux-gnu/openblas-pthread/libopenblasp-r0.3.26.so; LAPACK version 3.12.0
locale:
[1] LC_CTYPE=C.UTF-8 LC_NUMERIC=C LC_TIME=C.UTF-8
[4] LC_COLLATE=C.UTF-8 LC_MONETARY=C.UTF-8 LC_MESSAGES=C.UTF-8
[7] LC_PAPER=C.UTF-8 LC_NAME=C LC_ADDRESS=C
[10] LC_TELEPHONE=C LC_MEASUREMENT=C.UTF-8 LC_IDENTIFICATION=C
time zone: UTC
tzcode source: system (glibc)
attached base packages:
[1] tools stats graphics grDevices utils datasets methods
[8] base
loaded via a namespace (and not attached):
[1] riskreports_0.0.0.9003 compiler_4.4.2 fastmap_1.2.0
[4] cli_3.6.4 htmltools_0.5.8.1 yaml_2.3.10
[7] rmarkdown_2.29 knitr_1.49 jsonlite_1.8.9
[10] xfun_0.50 digest_0.6.37 rlang_1.1.5
[13] evaluate_1.0.3 Platform used:
OS.type file.sep dynlib.ext GUI endian pkgType path.sep
"unix" "/" ".so" "X11" "little" "source" ":"
r_arch
"" R’s capabilities:
jpeg png tiff tcltk X11 aqua
TRUE TRUE TRUE TRUE FALSE FALSE
http/ftp sockets libxml fifo cledit iconv
TRUE TRUE FALSE TRUE FALSE TRUE
NLS Rprof profmem cairo ICU long.double
TRUE TRUE TRUE TRUE TRUE TRUE
libcurl
TRUE External software:
zlib
"1.3"
bzlib
"1.0.8, 13-Jul-2019"
xz
"5.4.5"
libdeflate
"1.19"
PCRE
"10.42 2022-12-11"
ICU
"74.2"
TRE
"TRE 0.8.0 R_fixes (BSD)"
iconv
"glibc 2.39"
readline
"8.2"
BLAS
"/usr/lib/x86_64-linux-gnu/openblas-pthread/libblas.so.3" Graphics external software:
cairo cairoFT pango
"1.18.0" "" "1.52.1"
libpng jpeg libtiff
"1.6.43" "8.0" "LIBTIFF, Version 4.5.1" Numerical characteristics of the machine:
double.eps double.neg.eps double.xmin
2.220446e-16 1.110223e-16 2.225074e-308
double.xmax double.base double.digits
1.797693e+308 2.000000e+00 5.300000e+01
double.rounding double.guard double.ulp.digits
5.000000e+00 0.000000e+00 -5.200000e+01
double.neg.ulp.digits double.exponent double.min.exp
-5.300000e+01 1.100000e+01 -1.022000e+03
double.max.exp integer.max sizeof.long
1.024000e+03 2.147484e+09 8.000000e+00
sizeof.longlong sizeof.longdouble sizeof.pointer
8.000000e+00 1.600000e+01 8.000000e+00
sizeof.time_t longdouble.eps longdouble.neg.eps
8.000000e+00 1.084202e-19 5.421011e-20
longdouble.digits longdouble.rounding longdouble.guard
6.400000e+01 5.000000e+00 0.000000e+00
longdouble.ulp.digits longdouble.neg.ulp.digits longdouble.exponent
-6.300000e+01 -6.400000e+01 1.500000e+01
longdouble.min.exp longdouble.max.exp
-1.638200e+04 1.638400e+04 Random number generation process:
[1] "Mersenne-Twister" "Inversion" "Rejection" Information about the environment
Environmental and options variables affect how package checks and software in it might behave. Here is the environmental variables when running this report
_R_CHECK_SYSTEM_CLOCK_
FALSE
ACCEPT_EULA Y
ACTIONS_RUNNER_ACTION_ARCHIVE_CACHE
/opt/actionarchivecache
AGENT_TOOLSDIRECTORY /opt/hostedtoolcache
ANDROID_HOME /usr/local/lib/android/sdk
ANDROID_NDK /usr/local/lib/android/sdk/ndk/27.2.12479018
ANDROID_NDK_HOME /usr/local/lib/android/sdk/ndk/27.2.12479018
ANDROID_NDK_LATEST_HOME
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ANDROID_NDK_ROOT /usr/local/lib/android/sdk/ndk/27.2.12479018
ANDROID_SDK_ROOT /usr/local/lib/android/sdk
ANT_HOME /usr/share/ant
AZURE_EXTENSION_DIR /opt/az/azcliextensions
BOOTSTRAP_HASKELL_NONINTERACTIVE
1
BUNDLE_EXT linux-amd64.deb
CHROME_BIN /usr/bin/google-chrome
CHROMEWEBDRIVER /usr/local/share/chromedriver-linux64
CI true
CONDA /usr/share/miniconda
DEBIAN_FRONTEND noninteractive
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DENO_NO_UPDATE_CHECK 1
DENO_TLS_CA_STORE system,mozilla
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DOTNET_MULTILEVEL_LOOKUP
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GITHUB_ACTOR llrs-roche
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GITHUB_BASE_REF
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GITHUB_HEAD_REF
GITHUB_JOB main
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GITHUB_REF refs/heads/main
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GITHUB_REPOSITORY pharmaR/pharmapkgs
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pharmaR
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GITHUB_RETENTION_DAYS 90
GITHUB_RUN_ATTEMPT 1
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GITHUB_RUN_NUMBER 96
GITHUB_SERVER_URL https://github.com
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GITHUB_STEP_SUMMARY /home/runner/work/_temp/_runner_file_commands/step_summary_c412a26f-cd8a-499e-b689-b0767882aa5e
GITHUB_TRIGGERING_ACTOR
llrs-roche
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GITHUB_WORKFLOW_REF pharmaR/pharmapkgs/.github/workflows/update-repos.yml@refs/heads/main
GITHUB_WORKFLOW_SHA a8b95a62e6dc098bb3af41043304208245a9ed4a
GITHUB_WORKSPACE /home/runner/work/pharmapkgs/pharmapkgs
GOROOT_1_21_X64 /opt/hostedtoolcache/go/1.21.13/x64
GOROOT_1_22_X64 /opt/hostedtoolcache/go/1.22.12/x64
GOROOT_1_23_X64 /opt/hostedtoolcache/go/1.23.6/x64
GRADLE_HOME /usr/share/gradle-8.12.1
HOME /home/runner
HOMEBREW_CLEANUP_PERIODIC_FULL_DAYS
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HOMEBREW_NO_AUTO_UPDATE
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LD_LIBRARY_PATH /opt/R/4.4.2/lib/R/lib:/usr/local/lib:/usr/lib/x86_64-linux-gnu:/usr/lib/jvm/temurin-17-jdk-amd64/lib/server:/opt/R/4.4.2/lib/R/lib:/usr/local/lib:/usr/lib/x86_64-linux-gnu:/usr/lib/jvm/temurin-17-jdk-amd64/lib/server
LN_S ln -s
LOGGER_LOG_LEVEL DEBUG
MAKE make
MEMORY_PRESSURE_WATCH /sys/fs/cgroup/system.slice/runner-provisioner.service/memory.pressure
MEMORY_PRESSURE_WRITE c29tZSAyMDAwMDAgMjAwMDAwMAA=
NOT_CRAN true
NVM_DIR /home/runner/.nvm
PAGER /usr/bin/pager
PATH /snap/bin:/home/runner/.local/bin:/opt/pipx_bin:/home/runner/.cargo/bin:/home/runner/.config/composer/vendor/bin:/usr/local/.ghcup/bin:/home/runner/.dotnet/tools:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/usr/local/games:/snap/bin
PERFLOG_LOCATION_SETTING
RUNNER_PERFLOG
PHARMAPKGS_EXCLUDED_METRICS
assess_covr_coverage,assess_r_cmd_check
PHARMAPKGS_LIMIT 1000
PHARMAPKGS_PLATFORM ubuntu-22.04
PHARMAPKGS_R_VERSION 4.4
PHARMAPKGS_REMOTE_REPO
https://cloud.r-project.org/
PIPX_BIN_DIR /opt/pipx_bin
PIPX_HOME /opt/pipx
PKGCACHE_HTTP_VERSION 2
PKGLOAD_PARENT_TEMPDIR
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POWERSHELL_DISTRIBUTION_CHANNEL
GitHub-Actions-ubuntu24
PROCESSX_PS1d455d24c1cd_1739942068
YES
PWD /home/runner/work/pharmapkgs/pharmapkgs
QUARTO_BIN_PATH /opt/quarto/bin
QUARTO_DENO /opt/quarto/bin/tools/x86_64/deno
QUARTO_DOCUMENT_PATH /home/runner/work/pharmapkgs/pharmapkgs/inst/report
QUARTO_PROFILE
QUARTO_PROJECT_DIR /home/runner/work/pharmapkgs/pharmapkgs
QUARTO_PROJECT_ROOT /home/runner/work/pharmapkgs/pharmapkgs
QUARTO_ROOT /
QUARTO_SHARE_PATH /opt/quarto/share
R_ARCH
R_BROWSER xdg-open
R_BZIPCMD /usr/bin/bzip2
R_DOC_DIR /opt/R/4.4.2/lib/R/doc
R_GZIPCMD /usr/bin/gzip
R_HOME /opt/R/4.4.2/lib/R
R_INCLUDE_DIR /opt/R/4.4.2/lib/R/include
R_LIB_FOR_PAK /opt/R/4.4.2/lib/R/site-library
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R_PAPERSIZE letter
R_PAPERSIZE_USER letter
R_PDFVIEWER /usr/bin/xdg-open
R_PLATFORM x86_64-pc-linux-gnu
R_PRINTCMD /usr/bin/lpr
R_RD4PDF times,inconsolata,hyper
R_SESSION_TMPDIR /tmp/RtmpKToc30
R_SHARE_DIR /opt/R/4.4.2/lib/R/share
R_STRIP_SHARED_LIB strip --strip-unneeded
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R_TEXI2DVICMD /usr/bin/texi2dvi
R_UNZIPCMD /usr/bin/unzip
R_ZIPCMD /usr/bin/zip
RUNNER_ARCH X64
RUNNER_ENVIRONMENT github-hosted
RUNNER_NAME GitHub Actions 2
RUNNER_OS Linux
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RUNNER_TEMP /home/runner/work/_temp
RUNNER_TOOL_CACHE /opt/hostedtoolcache
RUNNER_TRACKING_ID github_40220c0a-4f03-4847-8b7e-3a374b87939a
RUNNER_USER runner
RUNNER_WORKSPACE /home/runner/work/pharmapkgs
SED /usr/bin/sed
SELENIUM_JAR_PATH /usr/share/java/selenium-server.jar
SGX_AESM_ADDR 1
SHLVL 1
STATS_D true
STATS_D_D true
STATS_D_TC true
STATS_EXT true
STATS_EXTP https://provjobdprod.z13.web.core.windows.net/settings/provjobdsettings-latest/provjobd.data
STATS_PIP false
STATS_RDCL true
STATS_TRP true
STATS_UE true
STATS_V3PS true
STATS_VMD true
STATS_VMFE true
SWIFT_PATH /usr/share/swift/usr/bin
SYSTEMD_EXEC_PID 837
TAR /usr/bin/tar
TZ UTC
USER runner
VCPKG_INSTALLATION_ROOT
/usr/local/share/vcpkg
XDG_CONFIG_HOME /home/runner/.config
XDG_RUNTIME_DIR /run/user/1001These are the options set to generate the report:
$add.smooth
[1] TRUE
$bitmapType
[1] "cairo"
$browser
[1] "xdg-open"
$browserNLdisabled
[1] FALSE
$callr.condition_handler_cli_message
function (msg)
{
custom_handler <- getOption("cli.default_handler")
if (is.function(custom_handler)) {
custom_handler(msg)
}
else {
cli_server_default(msg)
}
}
<bytecode: 0x5603148a5910>
<environment: namespace:cli>
$catch.script.errors
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$CBoundsCheck
[1] FALSE
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$citation.bibtex.max
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$continue
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$contrasts
unordered ordered
"contr.treatment" "contr.poly"
$covr.record_tests
[1] TRUE
$defaultPackages
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$demo.ask
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$deparse.cutoff
[1] 60
$device
function (width = 7, height = 7, ...)
{
grDevices::pdf(NULL, width, height, ...)
}
<bytecode: 0x560313c94c40>
<environment: namespace:knitr>
$device.ask.default
[1] FALSE
$digits
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$dvipscmd
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$echo
[1] FALSE
$editor
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$example.ask
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$expressions
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$internet.info
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$locatorBell
[1] TRUE
$mailer
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$matprod
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$max.contour.segments
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$na.action
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$OutDec
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$pdfviewer
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$pkgType
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$printcmd
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$prompt
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$repos
CRAN
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$rl_word_breaks
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$rlang_trace_top_env
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$scipen
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$show.coef.Pvalues
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$show.error.messages
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$show.signif.stars
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$str
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$str$formatNum
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format(x, trim = TRUE, drop0trailing = TRUE, ...)
<environment: 0x560313d7d520>
$str.dendrogram.last
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$texi2dvi
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$tikzMetricsDictionary
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$timeout
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$try.outFile
A connection with
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mode "w+b"
text "binary"
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can read "yes"
can write "yes"
$ts.eps
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$ts.S.compat
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$unzip
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$width
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