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Functions1,084 in github.com/HEmile/neurosymbolic-diffusion

⨍ Functions 1,084◇ Types & classes 199
Method__init__
Initialize method Args: self: instance loss: loss function nr_classes: number of classes Returns
expressive/experiments/rsbench/utils/dpl_loss.py:93
Method__init__
Initialize method Args: self: instance loss: loss function nr_classes: number of classes Returns
expressive/experiments/rsbench/utils/dpl_loss.py:160
Method__init__
(self, loss, logic, args, pcbm=False)
expressive/experiments/rsbench/utils/semantic_loss.py:8
Method__init__
(self, input_dim, hidden_dim, output_dim)
expressive/experiments/rsbench/utils/probe.py:20
Method__init__
(self, And, Or, Not, Forall, Equiv)
expressive/experiments/rsbench/utils/kand_ltn_loss.py:7
Method__init__
(self, And, Or, Not, Implies, Equiv, Forall)
expressive/experiments/rsbench/utils/boia_ltn_loss.py:7
Method__init__
(self, base_path, transform=None, embedding=False)
expressive/experiments/rsbench/utils/tcav/tcav/mydata.py:10
Method__init__
(self, class_list, origin_dataloader, stype="default")
expressive/experiments/rsbench/utils/tcav/tcav/mydata.py:40
Method__init__
(self, target_width)
expressive/experiments/rsbench/utils/tcav/tcav/pad.py:8
Method__init__
(self, target_width)
expressive/experiments/rsbench/utils/tcav/tcav/pad.py:19
Method__init__
(self, target_width)
expressive/experiments/rsbench/utils/tcav/tcav/pad.py:31
Method__init__
(self, pad_width)
expressive/experiments/rsbench/utils/tcav/tcav/pad.py:43
Method__init__
(self, pad_width)
expressive/experiments/rsbench/utils/tcav/tcav/pad.py:50
Method__init__
( self, model, input_dataloader, concept_dataloaders, class_list,
expressive/experiments/rsbench/utils/tcav/tcav/tcav.py:114
Method__init__
(self, model, layers, is_boia)
expressive/experiments/rsbench/utils/tcav/tcav/model_wrapper.py:8
Method__init__
(self)
expressive/experiments/rsbench/utils/tcav/tcav/l_models.py:7
Method__init__
(self)
expressive/experiments/rsbench/utils/tcav/tcav/l_models.py:22
Method__init__
(self)
expressive/experiments/rsbench/utils/tcav/tcav/l_models.py:94
Method__init__
(self, concepts, layer_name, lr, model_type)
expressive/experiments/rsbench/utils/tcav/tcav/cav.py:30
Method__init__
( self, root: str, transform: Optional[Callable] = None, target_transform: Opt
expressive/experiments/rsbench/preprocessing/data_utils.py:56
Method__init__
(self, split: str, data_path, args)
expressive/experiments/rsbench/preprocessing/mnist/mnist_creation.py:61
Method__init__
(self, bpe_path: str = default_bpe())
expressive/experiments/rsbench/preprocessing/clip/simple_tokenizer.py:69
Method__init__
(self, inplanes, planes, stride=1)
expressive/experiments/rsbench/preprocessing/clip/model.py:13
Method__init__
( self, spacial_dim: int, embed_dim: int, num_heads: int, output_dim: int = None )
expressive/experiments/rsbench/preprocessing/clip/model.py:72
Method__init__
(self, layers, output_dim, heads, input_resolution=224, width=64)
expressive/experiments/rsbench/preprocessing/clip/model.py:126
Method__init__
(self, d_model: int, n_head: int, attn_mask: torch.Tensor = None)
expressive/experiments/rsbench/preprocessing/clip/model.py:202
Method__init__
( self, width: int, layers: int, heads: int, attn_mask: torch.Tensor = None )
expressive/experiments/rsbench/preprocessing/clip/model.py:234
Method__init__
( self, input_resolution: int, patch_size: int, width: int, layers: in
expressive/experiments/rsbench/preprocessing/clip/model.py:249
Method__init__
(self, args: Namespace)
expressive/experiments/rsbench/datasets/clipboia.py:16
Method__init__
(self, args: Namespace)
expressive/experiments/rsbench/datasets/presddoia.py:13
Method__init__
(self, args)
expressive/experiments/rsbench/datasets/clipsddoia.py:21
Method__init__
(self, args: Namespace)
expressive/experiments/rsbench/datasets/mnmath.py:12
Method__init__
(self, args: Namespace)
expressive/experiments/rsbench/datasets/xor.py:11
Method__init__
(self, args: Namespace)
expressive/experiments/rsbench/datasets/boia.py:21
Method__init__
(self, base_path, split, preprocess=False, finetuning=0)
expressive/experiments/rsbench/datasets/utils/kand_creation.py:48
Method__init__
(self, base_path, split, preprocess=False, finetuning=0)
expressive/experiments/rsbench/datasets/utils/kand_creation.py:158
Method__init__
(self, base_path, split, preprocess=False, finetuning=0)
expressive/experiments/rsbench/datasets/utils/kand_creation.py:228
Method__init__
(self, base_path, split, preprocess=False, finetuning=0)
expressive/experiments/rsbench/datasets/utils/kand_creation.py:392
Method__init__
(self, base_path, split)
expressive/experiments/rsbench/datasets/utils/old_kand_creation.py:11
Method__init__
Initializes the train and test lists of dataloaders. :param args: the arguments which contains the hyperparameters
expressive/experiments/rsbench/datasets/utils/base_dataset.py:22
Method__init__
( self, base_path, split, c_sup=1, which_c=[-1], return_embedd
expressive/experiments/rsbench/datasets/utils/sddoia_creation.py:41
Method__init__
( self, base_path, split, c_sup=1, which_c=[-1], return_embedd
expressive/experiments/rsbench/datasets/utils/sddoia_creation.py:239
Method__init__
Arguments: pkl_file_path: path to all the pkl data use_attr: whether to load the attributes (e.g. False for simple finetune)
expressive/experiments/rsbench/datasets/utils/boia_creation.py:14
Method__init__
Arguments: pkl_file_path: path to all the pkl data use_attr: whether to load the attributes (e.g. False for simple finetune)
expressive/experiments/rsbench/datasets/utils/boia_creation.py:128
Method__init__
(self, base_path, split, c_sup=1, which_c=[-1])
expressive/experiments/rsbench/datasets/utils/presddoia_creation.py:14
Method__init__
(self, split: str, data_path, args)
expressive/experiments/rsbench/datasets/utils/mnist_creation.py:61
Method__init__
( self, base_path, split, c_sup=1, which_c=[-1], )
expressive/experiments/rsbench/datasets/utils/mnmath_creation.py:13
Method__init__
( self, base_path, split, c_sup=1, which_c=[-1], )
expressive/experiments/rsbench/datasets/utils/xor_creation.py:13
Method__init__
(self, split: str, data_path, args)
expressive/experiments/rsbench/datasets/utils/clip_mnst_creation.py:61
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=1): number of
expressive/experiments/rsbench/models/sddoiaclip.py:31
Method__init__
( self, encoder, n_images=2, c_split=(), args=None, n_facts=20, nr_classes=19 )
expressive/experiments/rsbench/models/mnistpcbmsl.py:24
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=2): number of
expressive/experiments/rsbench/models/xornn.py:30
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=2): number of
expressive/experiments/rsbench/models/sddoiann.py:30
Method__init__
(self, encoder, n_images=3, c_split=(), args=None)
expressive/experiments/rsbench/models/kandltn.py:29
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder network n_images (int, default=2): nu
expressive/experiments/rsbench/models/mnistsl.py:31
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=2): number of
expressive/experiments/rsbench/models/mnmathnn.py:30
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=2): number of
expressive/experiments/rsbench/models/mnistcbm.py:32
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=2): number of
expressive/experiments/rsbench/models/kandnn.py:30
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=2): number of
expressive/experiments/rsbench/models/mnistclip.py:30
Method__init__
(self, encoder, n_images=1, c_split=())
expressive/experiments/rsbench/models/cext.py:17
Method__init__
(self, encoder, n_images=2, c_split=(), args=None)
expressive/experiments/rsbench/models/sddoialtn.py:33
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=1): number of
expressive/experiments/rsbench/models/boiadpl.py:30
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=2): number of
expressive/experiments/rsbench/models/mnistdpl.py:32
Method__init__
(self, encoder, n_images=2, c_split=(), args=None)
expressive/experiments/rsbench/models/mnistltn.py:32
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=1): number of
expressive/experiments/rsbench/models/mnmathdpl.py:33
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=1): number of
expressive/experiments/rsbench/models/presddoiadpl.py:30
Method__init__
(self, encoder, n_images=2, c_split=(), args=None)
expressive/experiments/rsbench/models/mnistpcbmltn.py:24
Method__init__
(self, encoder, n_images=2, c_split=(), args=None)
expressive/experiments/rsbench/models/boialtn.py:32
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=2): number of
expressive/experiments/rsbench/models/kandcbm.py:33
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder network decoder (nn.Module): decoder
expressive/experiments/rsbench/models/mnistslrec.py:31
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=1): number of
expressive/experiments/rsbench/models/xordpl.py:33
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=1): number of
expressive/experiments/rsbench/models/boiacbm.py:31
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=2): number of
expressive/experiments/rsbench/models/xorcbm.py:32
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=1): number of
expressive/experiments/rsbench/models/sddoiacbm.py:31
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder network n_images (int, default=2): nu
expressive/experiments/rsbench/models/mnistpcbmdpl.py:33
Method__init__
(self, encoder, decoder, n_images=2, c_split=(), args=None)
expressive/experiments/rsbench/models/mnistltnrec.py:31
Method__init__
(self, encoder=None, decoder=None, n_images=1, c_split=())
expressive/experiments/rsbench/models/cvae.py:19
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=2): number of
expressive/experiments/rsbench/models/boiann.py:29
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=2): number of
expressive/experiments/rsbench/models/minikanddpl.py:32
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=2): number of
expressive/experiments/rsbench/models/kandpreprocess.py:29
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder decoder (nn.Module): decoder
expressive/experiments/rsbench/models/mnistdplrec.py:32
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=2): number of
expressive/experiments/rsbench/models/mnmathcbm.py:32
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=2): number of
expressive/experiments/rsbench/models/kandclip.py:33
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=1): number of
expressive/experiments/rsbench/models/sddoiadpl.py:32
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=2): number of
expressive/experiments/rsbench/models/mnistnn.py:30
Method__init__
Initialize method Args: self: instance encoder (nn.Module): encoder n_images (int, default=2): number of
expressive/experiments/rsbench/models/kanddpl.py:32
Method__init__
(self, encoder, args, model_dict=None, n_facts=20, nr_classes=19)
expressive/experiments/rsbench/models/utils/deepproblog_modules.py:67
Method__init__
(self, encoder, model_dict=None, n_facts=20, nr_classes=19)
expressive/experiments/rsbench/models/utils/cbm_module.py:6
Method__init__
(self, grid_size: int, out_features: int, in_channels: int, y_embed: bool)
expressive/experiments/path_planning/perception.py:16
Method__init__
(self, args: PathPlanningArguments, out_feats: int)
expressive/experiments/path_planning/absorbing_path.py:17
Method__init__
(self, N: int, base_path="data/", type="train")
expressive/experiments/path_planning/data/dataloader.py:9
Method__init__
(self, args: MNISTAbsorbingArguments)
expressive/experiments/mnist_op/absorbing_mnist.py:35
Method__init__
(self, embedding_size: int, size=16 * 4 * 4)
expressive/experiments/mnist_op/models.py:6
Method__init__
(self, n_classes=10)
expressive/experiments/mnist_op/neural_model.py:5
Method__init__
( self, dataset: Dataset, count: int, n_operands: int = 2, op: Callabl
expressive/experiments/mnist_op/data.py:109
Method__init__
(self, p: UnmaskingModel, problem: Problem, args: AbsArguments)
expressive/methods/base_model.py:38
Method__init__
(self, args: AbsArguments)
expressive/methods/logger.py:30
Method__init__
(self, args: Arguments, prefix: str)
expressive/methods/logger.py:90
Method__init__
(self, args: Arguments, prefix: str)
expressive/methods/logger.py:123
Method__init__
( self, log_iterations: int, clazz: Type[LOG], args: Arguments, )
expressive/methods/logger.py:194
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