Functions — github.com/AdamSobieszek/langtorch

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Functions413 in github.com/AdamSobieszek/langtorch

⨍ Functions 413◇ Types & classes 72

Method__len__

(self)

src/langtorch/texts/text.py:514

Method__matmul__

(self, other)

src/langtorch/tensors/texttensor.py:724

Method__mul__

(self, other)

src/langtorch/tensors/texttensor.py:716

Method__ne__

(self, other)

src/langtorch/tensors/texttensor.py:655

Method__new__

(cls, content="", *args, **kwargs)

src/langtorch/tensors/chattensor.py:37

Method__new__

(cls, *args, parse=True, **kwargs)

src/langtorch/tensors/losstensor.py:8

Method__new__

Construct a new Text instance. Allows for various input formats. Args: *substrings (Union[str,Tuple[str, str], List[str]

src/langtorch/texts/text.py:82

Method__new__

(cls, *substrings, parse="xml", language="xml", **kwargs)

src/langtorch/texts/xml.py:9

Method__new__

(cls, content)

src/langtorch/texts/chat.py:22

Method__new__

(cls, content)

src/langtorch/texts/chat.py:33

Method__new__

(cls, *substrings, parse="md", language="md", **kwargs)

src/langtorch/texts/markdown.py:10

Method__or__

(self, other)

src/langtorch/texts/text.py:511

Method__pow__

(self, power)

src/langtorch/tensors/texttensor.py:700

Method__pow__

(self, power)

src/langtorch/texts/text.py:700

Method__repr__

(self)

src/langtorch/session.py:323

Method__repr__

(self)

src/langtorch/tensors/texttensor.py:636

Method__repr__

(self)

src/langtorch/tensors/texttensor.py:765

Method__repr__

(self)

src/langtorch/texts/text.py:211

Method__setattr__

(self, name, value, save=True)

src/langtorch/session.py:140

Method__setitem__

(self, key, value)

src/langtorch/session.py:316

Method__setitem__

(self, key, value)

src/langtorch/tensors/texttensor.py:430

Method__setitem__

(self, index, value)

src/langtorch/tensors/texttensor.py:454

Method__setitem__

Sets the item at the specified index to value. If embeddings are present, they are invalidated for the modified entries. Parameters:

src/langtorch/tensors/texttensor.py:833

Method__setitem__

(self, index, value)

src/langtorch/texts/text.py:363

Method__setitem__

Set or update item(s) in the TextTensor. :param key: A string or list of strings representing keys. :

src/langtorch/texts/text.py:446

Method__setstate__

(self, state)

src/langtorch/tt/modules/to_tt/conv.py:135

Method__setstate__

(self, state)

src/langtorch/tt/modules/to_tt/activation.py:256

Method__str__

(self)

src/langtorch/texts/text.py:140

Method__str__

(self)

src/langtorch/texts/chat.py:8

Method__str__

(self)

src/langtorch/texts/chat.py:16

Method__torch_function__

(cls, func: Callable, types: Iterable, args=(), kwargs=None)

src/langtorch/tensors/texttensor.py:345

Function_calculate_shape

(output: torch.Tensor, grad: torch.Tensor, is_grads_batched: bool)

src/langtorch/utils.py:87

Method_conv_forward

(self, input: TextTensor, weight: TextTensor, bias: Optional[Tensor])

src/langtorch/tt/modules/to_tt/conv.py:19

Method_delete

(self)

src/langtorch/session.py:326

Method_execute_code

(self, code_entry, namespace_entry, queue)

src/langtorch/tensors/codetensor.py:38

Method_get_name

(self)

src/langtorch/tt/modules/to_tt/textmodule.py:141

Method_input_formatter

(cls, instance)

src/langtorch/texts/code.py:12

Method_new_shared

(self, int)

src/langtorch/types.py:25

Method_new_with_file

(self, f: Any, element_size: int)

src/langtorch/types.py:52

Function_numpy_object_pad

Pad a numpy array with object type dtype. :param input_array: Array to be padded, of object type. :param pad: Tuple of int pairs to pad

src/langtorch/tt/functional.py:8

Method_to_ast

(cls, content, parser=False, is_tuple=True)

src/langtorch/texts/string.py:13

Method_write_file

(self, f: Any, is_real_file: _bool, save_size: _bool, element_size: int)

src/langtorch/types.py:28

Methodactivation_and_key_hook

(module, input, output)

src/langtorch/tt/modules/to_tt/textmodule.py:83

Methodadd_key_

(self, keys)

src/langtorch/tensors/texttensor.py:541

Methodadd_param_group

Add a parameter group to the Optimizer's param_groups. This would be overridden only if we need to enforce specific types within param groups

src/langtorch/optim/optimizer.py:46

Methodappend_spaces_to_duplicates

(strings)

src/langtorch/session.py:169

Functionappend_to_jsonl

Append a json payload to the end of a jsonl file.

src/langtorch/api/parallel_processor_utils.py:132

Methodapply_embed

(tensor, model=None)

src/langtorch/tensors/texttensor.py:391

Functionapply_rotary_embeddings

Apply rotary embeddings to the input tensors x. Args: - x (torch.Tensor): The input tensors of shape (batch_size, seq_len, dim). - m

src/langtorch/methods/embeddings.py:6

Methodapply_to_texttensors

(func, args, kwargs)

src/langtorch/tensors/texttensor.py:371

Functionauth

Authenticates with the OpenAI API by setting the API key either directly or by reading from a file. Parameters: key_or_path (str, op

src/langtorch/api/call.py:33

Methodbackward

r"""See. docs

src/langtorch/tensors/texttensor.py:1034

Methodbackward

(ctx, grad_output)

src/langtorch/tt/functional.py:80

Methodbackward

(ctx, grad_output)

src/langtorch/tt/functional.py:106

Methodbackward

(ctx, grad_output)

src/langtorch/tt/functional.py:133

Methodbackward

(ctx, grad_output)

src/langtorch/tt/functional.py:157

Methodbackward

(ctx, grad_output)

src/langtorch/tt/functional.py:195

Methodbackward

(ctx, grad_output)

src/langtorch/tt/functional.py:239

Methodbackward

(ctx, grad_output)

src/langtorch/tt/functional.py:259

Methodbackward

(ctx, grad_output)

src/langtorch/tt/functional.py:274

Methodbackward

(ctx, grad_output)

src/langtorch/tt/functional.py:312

Methodbackward

(ctx, grad_output)

src/langtorch/tt/functional.py:335

Methodbackward

(ctx, grad_output)

src/langtorch/tt/functional.py:348

Methodbackward

(ctx, grad_output)

src/langtorch/tt/functional.py:414

Methodbackward

(ctx, grad_output)

src/langtorch/tt/modules/to_tt/loss.py:41

Methodbackward

(ctx, grad_output)

src/langtorch/tt/modules/to_tt/activation.py:63

Methodbackward_through_llm_base

(cls, variables, response, prompt, system_prompt, backward_engine)

src/langtorch/autograd/backward_activation.py:75

Methodbackward_through_llm_chain

(cls, variables, response, prompt, system_prompt, backward_engine)

src/langtorch/autograd/backward_activation.py:71

Functioncall

Sending a single system message prompt to get a response. Parameters: prompt (str): The input message to send to the model.

src/langtorch/api/call.py:78

Methodcall_api

Calls the OpenAI API and saves results.

src/langtorch/api/parallel_processor_utils.py:66

Methodcfg

(self)

src/langtorch/session.py:271

Methodchange_content_tuple

Helper function to set items in a tuple. :param tup: The tuple to update. :param keys: Th

src/langtorch/texts/text.py:455

Functionconcat

concat(texttensors, dim=0, *, out=None) -> TextTensor Concatenates a sequence of tensors along an existing dimension. All tensors need

src/langtorch/_VariableFunctions.py:104

Methodconfig

(self)

src/langtorch/session.py:267

Methodconstructors

(*args, parse=False)

src/langtorch/texts/string.py:9

Methodcontent

(self)

src/langtorch/tensors/texttensor.py:220

Methodcontent

(self)

src/langtorch/texts/text.py:229

Methodcontent

(self)

src/langtorch/tt/modules/to_tt/textmodule.py:105

Functioncosine_similarity

(x1: TextTensor, x2: TextTensor, dim: int = -1, eps: float = 1e-8)

src/langtorch/_VariableFunctions.py:172

Methodcreate_property

(path)

src/langtorch/session.py:305

Methoddata_ptr

(self)

src/langtorch/types.py:46

Methoddel_ind

(subresult, index)

src/langtorch/texts/text.py:664

Methoddict_to_ast

(cls, dicts)

src/langtorch/texts/text.py:787

Functiondropout

r""" During training, randomly zeroes some of the elements of the input tensor with probability :attr:`p` using samples from a Bernoulli d

src/langtorch/tt/functional.py:200

Methodelement_size

(self)

src/langtorch/types.py:31

Methodembedding

(self)

src/langtorch/tensors/texttensor.py:238

Methodembedding_model

(self)

src/langtorch/tensors/texttensor.py:229

Methodembeddings

(self)

src/langtorch/tensors/texttensor.py:259

Functioneval_sample

(item, eval_fn, model)

evaluation/prompt_optimization.py:38

Methodexpand_as

(self, other)

src/langtorch/tensors/texttensor.py:962

Methodextra_repr

(self)

src/langtorch/tt/modules/to_tt/textmodule.py:147

Methodextra_repr

(self)

src/langtorch/tt/modules/to_tt/activation.py:139

Functionf_concatenate_terminals

(instance: 'Text')

src/langtorch/grammars/formatters.py:22

Functionf_markdown

(instance: 'Text')

src/langtorch/grammars/formatters.py:9

Functionf_xml

(instance: 'Text')

src/langtorch/grammars/formatters.py:18

Methodflatten_keys

(parent_key, value, sep='.', iterate=False)

src/langtorch/texts/text.py:575

Functionformat

(text, *args, **kwargs)

src/langtorch/tt/functional.py:170

Methodformat

Return a formatted version of self, using substitutions from kwargs. The substitutions are identified by braces ('{' and '}').

src/langtorch/tensors/texttensor.py:690

Methodforward

Processes the given TextTensor input and returns a TextTensor output. Parameters: - input_texttensor (TextTensor): Input dat

src/langtorch/decorators.py:71

Methodforward

Processes the given TextTensor input and returns a torch.Tensor output. Parameters: - input_texttensor (TextTensor): Input d

src/langtorch/decorators.py:110

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