Allennlp TextField

The function uses the Allennlp library to generate a specified number of random sentences. It first defines a basic text field and text field embedder, then creates a model, dataset reader, iterator, and trainer. Finally, it generates random sentences by simulating the training process.

The type of code 2024-12-16 11:48:02 19 views

Keras numpy

This function creates an iterator using Keras' sequence module that continuously generates random vectors of specified size.

Function that generates random vectors 2024-12-16 11:40:33 8 views

Lxml

This function parses an XML string and returns an iterator over the elements in the specified namespace.

Function 2024-12-07 15:58:15 5 views

Fairseq

This function uses the Fairseq library to perform text translation. It first loads dictionaries and models for the source and target languages, tokenizes the input text, creates a dataset and an iterator, and finally uses the model to translate the text, which is then decoded into plain text.

Translation function 2024-12-07 15:51:40 3 views

Allennlp Predictor

This function uses the Predictor from the Allennlp library to load a pre-trained model and uses this model to predict the sentiment of a given text.

Function 2024-12-07 15:42:07 3 views

Scrapy

This function extracts all links from a Scrapy Response object. It first checks if the response status code is 200, if so, it uses a CSS selector to extract the `href` attributes from all `<a>` tags and yields a link iterator. If the response status code is not 200, it yields a `None`.

Crawler handler 2024-11-30 16:06:27 5 views

Panda3D panda3d-tools

This function creates a randomly sized cube and returns a NodePath object. It first defines the vertex format and data, then creates a geometry and a vertex iterator. It uses the Cube class from the panda3d-tools.panda3d module to generate the cube and adds it to a NodePath object.

Panda 3 D rendering 2024-11-30 16:04:20 3 views

Fairseq Dataset

This function randomly samples a specified number of elements from a Fairseq Dataset. It first ensures that the input is an instance of Dataset, then converts the Dataset to an Iterator, and finally samples elements from the Iterator.

Function 2024-11-30 16:00:44 4 views

Built-in functions

This function creates an iterator that aggregates elements from multiple iterable objects. When the shortest iterable is exhausted, it returns the fill value if provided, otherwise raises StopIteration.

Function 2024-11-30 15:48:37 18 views

Iterator

The function is used to combine multiple iterable objects into an iterator. When the shortest input iterable is exhausted, the remaining iterables will stop creating tuples, and fillvalue can be used to fill in missing values.

Iterator 2024-11-30 15:48:36 7 views