Contents:
API
API.random_api()
API.variation_api()
Avatar
Avatar.__init__()
Avatar._get_params_from_avatar()
Avatar._get_random_image()
Avatar._get_variation_image()
Avatar._svg_to_numpy()
Avatar.random_api()
Avatar.variation_api()
DrawText
DrawText.__init__()
DrawText._create_image()
DrawText._get_random_image()
DrawText._get_variation_image()
DrawText.random_api()
DrawText.variation_api()
ImprovedDiffusion
ImprovedDiffusion.__init__()
ImprovedDiffusion.random_api()
ImprovedDiffusion.variation_api()
ImprovedDiffusion270M
ImprovedDiffusion270M.CHECKPOINT_URL
ImprovedDiffusion270M.__init__()
LLMAugPE
LLMAugPE.__init__()
LLMAugPE._blank_sample()
LLMAugPE._construct_prompt()
LLMAugPE.random_api()
LLMAugPE.variation_api()
NearestImage
NearestImage.__init__()
NearestImage._build_nearest_neighbor_graph()
NearestImage.random_api()
NearestImage.variation_api()
StableDiffusion
StableDiffusion.__init__()
StableDiffusion.random_api()
StableDiffusion.variation_api()
TabularAPI
TabularAPI.__init__()
TabularAPI._get_mutation_rate()
TabularAPI.random_api()
TabularAPI.variation_api()
create_gaussian_diffusion()
create_model()
Sampler
Sampler.forward()
sample()
ConstantList
Callback
Callback.__call__()
ComputeFID
ComputeFID.__call__()
ComputeFID.__init__()
ComputePrecisionRecall
ComputePrecisionRecall.__call__()
ComputePrecisionRecall.__init__()
ComputeTVD
ComputeTVD.__call__()
ComputeTVD.__init__()
ComputeTVD._compute_tvd()
ComputeTVD._get_features_df()
ComputeWSD
ComputeWSD.__call__()
ComputeWSD.__init__()
ComputeWSD._compute_wsd()
ComputeWSD._get_features_df()
DPImageBenchClassifyImages
DPImageBenchClassifyImages.__call__()
DPImageBenchClassifyImages.__init__()
DPImageBenchClassifyImages._get_data_loader()
DPImageBenchClassifyImages._get_images_and_label_from_data()
DPImageBenchClassifyImages._get_model()
DPImageBenchClassifyImages.evaluate()
SampleImages
SampleImages.__call__()
SampleImages.__init__()
SaveAllImages
SaveAllImages.__call__()
SaveAllImages.__init__()
SaveAllImages._save_image()
SaveCheckpoints
SaveCheckpoints.__call__()
SaveCheckpoints.__init__()
SaveCheckpoints._get_checkpoint_path()
SaveTabToCSV
SaveTabToCSV.__call__()
SaveTabToCSV.__init__()
SaveTabToCSV._get_csv_path()
SaveTextToCSV
SaveTextToCSV.__call__()
SaveTextToCSV.__init__()
SaveTextToCSV._get_csv_path()
TabClassifier
TabClassifier.__call__()
TabClassifier.__init__()
TabClassifier._encoding()
TabClassifier._get_model()
densenet()
ExponentialMovingAverage
ExponentialMovingAverage.__init__()
ExponentialMovingAverage.copy_to()
ExponentialMovingAverage.load_state_dict()
ExponentialMovingAverage.restore()
ExponentialMovingAverage.state_dict()
ExponentialMovingAverage.store()
ExponentialMovingAverage.update()
resnet()
resnext()
BasicBlock
BasicBlock.forward()
NetworkBlock
NetworkBlock.forward()
WideResNet
WideResNet.forward()
CLEAN_HISTOGRAM_COLUMN_NAME
CLIENT_ID_COLUMN_NAME
DP_HISTOGRAM_COLUMN_NAME
EMBEDDING_COLUMN_NAME
FROM_LAST_FLAG_COLUMN_NAME
HISTOGRAM_NEAREST_NEIGHBORS_VOTING_IDS_COLUMN_NAME
IMAGE_DATA_COLUMN_NAME
IMAGE_MODEL_LABEL_COLUMN_NAME
IMAGE_PROMPT_COLUMN_NAME
LABEL_ID_COLUMN_NAME
LLM_PARAMETERS_COLUMN_NAME
LLM_REQUEST_MESSAGES_COLUMN_NAME
LOOKAHEAD_EMBEDDING_COLUMN_NAME
PARENT_SYN_DATA_INDEX_COLUMN_NAME
POST_PROCESSED_DP_HISTOGRAM_COLUMN_NAME
TEXT_DATA_COLUMN_NAME
VARIATION_API_FOLD_ID_COLUMN_NAME
Camelyon17
Camelyon17.__init__()
Cat
Cat.URL
Cat.__init__()
Cat._download()
Cat._read_data()
CelebA
CelebA.__init__()
Cifar10
Cifar10.__init__()
Data
Data.__init__()
Data.concat()
Data.filter()
Data.filter_label_id()
Data.load_checkpoint()
Data.merge()
Data.random_split()
Data.random_truncate()
Data.reset_index()
Data.save_checkpoint()
Data.set_label_id()
Data.split_by_client()
Data.split_by_index()
Data.truncate()
DigiFace1M
DigiFace1M.__init__()
DigiFace1M._read_and_process_image()
ImageNet
ImageNet.__init__()
MNIST
MNIST.__init__()
OpenReview
OpenReview.DOWNLOAD_INFO_DICT
OpenReview.__init__()
OpenReview._download()
PubMed
PubMed.DOWNLOAD_INFO_DICT
PubMed.__init__()
PubMed._download()
TabularCSV
TabularCSV.__init__()
TabularCSV.get_tab_info()
TabularColumnType
TabularColumnType.CATEGORICAL
TabularColumnType.FLOAT
TabularColumnType.INTEGER
TextCSV
TextCSV.__init__()
Yelp
Yelp.DOWNLOAD_INFO_DICT
Yelp.__init__()
Yelp._download()
load_image_folder()
target_transform
ImageDataset
_list_image_files_recursively()
DownloadInfo
DP
DP.add_noise()
DP.set_epsilon_and_delta()
Gaussian
Gaussian.add_noise()
Gaussian.set_epsilon_and_delta()
compute_epsilon()
delta_Gaussian()
eps_Gaussian()
get_noise_multiplier()
CLIP
CLIP.__init__()
CLIP.compute_embedding()
Embedding
Embedding.column_name
Embedding.compute_embedding()
Embedding.filter_uncomputed_rows()
Embedding.merge_computed_rows()
FLDInception
FLDInception.__init__()
FLDInception.compute_embedding()
Inception
Inception.__init__()
Inception.compute_embedding()
RawPixel
RawPixel.compute_embedding()
SentenceTransformer
SentenceTransformer.__init__()
SentenceTransformer.column_name
SentenceTransformer.compute_embedding()
TabularEmbedding
TabularEmbedding.__init__()
TabularEmbedding.compute_embedding()
to_uint8()
Histogram
Histogram.compute_histogram()
NearestNeighbors
NearestNeighbors.__init__()
NearestNeighbors._compute_lookahead_embedding()
NearestNeighbors._log_lookahead()
NearestNeighbors._log_voting_details()
NearestNeighbors.compute_histogram()
search()
AzureOpenAILLM
AzureOpenAILLM.__init__()
AzureOpenAILLM._get_environment_variable()
AzureOpenAILLM._get_response_for_one_request()
AzureOpenAILLM.generation_arg_map
AzureOpenAILLM.get_responses()
HuggingfaceLLM
HuggingfaceLLM.__init__()
HuggingfaceLLM._get_conv_template()
HuggingfaceLLM._get_prompt()
HuggingfaceLLM._get_responses()
HuggingfaceLLM.generation_arg_map
HuggingfaceLLM.get_responses()
LLM
LLM.generation_arg_map
LLM.get_generation_args()
LLM.get_responses()
OpenAILLM
OpenAILLM.__init__()
OpenAILLM._get_environment_variable()
OpenAILLM._get_response_for_one_request()
OpenAILLM.get_responses()
Request
register()
CSVPrint
CSVPrint.__init__()
CSVPrint._clear_logs()
CSVPrint._flush()
CSVPrint._get_log_path()
CSVPrint._log_float()
CSVPrint.clean_up()
CSVPrint.log()
ImageFile
ImageFile.__init__()
ImageFile._get_image_path()
ImageFile._log_image()
ImageFile._log_image_list()
ImageFile.log()
LogPrint
LogPrint.__init__()
LogPrint.log()
Logger
Logger.clean_up()
Logger.log()
MatplotlibPDF
MatplotlibPDF.__init__()
MatplotlibPDF._get_pdf_path()
MatplotlibPDF.log()
execution_logger
setup_logging()
FloatListMetricItem
FloatMetricItem
ImageListMetricItem
ImageListMetricItem.__init__()
ImageListMetricItem.num_images_per_row
ImageMetricItem
MatplotlibMetricItem
MatplotlibMetricItem.clean_up()
MetricItem
MetricItem.__init__()
MetricItem.clean_up()
MetricItem.name
MetricItem.value
metric_scope
CompositePopulation
CompositePopulation.__init__()
CompositePopulation.initial()
CompositePopulation.next()
PEPopulation
PEPopulation.__init__()
PEPopulation._log_histogram()
PEPopulation._post_process_histogram()
PEPopulation._select_data()
PEPopulation.initial()
PEPopulation.next()
Population
Population.initial()
Population.next()
PE
PE.__init__()
PE._clean_up_loggers()
PE._get_num_samples_per_label_id()
PE._log_metrics()
PE.evaluate()
PE.load_checkpoint()
PE.run()
download()
Bases: Data
The tabular dataset in CSV format.
Constructor.
csv_path (str) – The path to the CSV file or the URL to the CSV file
metadata_path (str) – The path to the metadata file or the URL to the metadata file
Get the information of the private data.
The information (categories and numerical bounds) of the private data
dict
Bases: Enum
Enum
The type of the tabular column.