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()
create_gaussian_diffusion()
create_model()
Sampler
Sampler.forward()
sample()
ConstantList
Callback
Callback.__call__()
ComputeFID
ComputeFID.__call__()
ComputeFID.__init__()
ComputePrecisionRecall
ComputePrecisionRecall.__call__()
ComputePrecisionRecall.__init__()
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()
SaveTextToCSV
SaveTextToCSV.__call__()
SaveTextToCSV.__init__()
SaveTextToCSV._get_csv_path()
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()
MNIST
MNIST.__init__()
OpenReview
OpenReview.DOWNLOAD_INFO_DICT
OpenReview.__init__()
OpenReview._download()
PubMed
PubMed.DOWNLOAD_INFO_DICT
PubMed.__init__()
PubMed._download()
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()
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()
SentenceTransformer
SentenceTransformer.__init__()
SentenceTransformer.column_name
SentenceTransformer.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
PEPopulation
PEPopulation.__init__()
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: object
object