Plotly Python

This code defines a function named random_bar_chart that accepts a dictionary as input, with the keys and values of the dictionary serving as the x-axis and y-axis data for the chart. The function uses the GraphObjects module from Plotly to create a bar chart and randomly generates data. Then, it updates the chart's layout and displays the chart.

The type of code 2024-12-16 12:17:55 30 views

Fairseq TransformerModel

This function uses the Transformer model from the Fairseq library to perform text translation. It first loads the pre-trained model and dictionary, then encodes the source text, translates it using the model, and finally decodes the translated tokens into text.

Translation function 2024-12-16 12:17:55 31 views

Fairseq library

This function generates a random dictionary with a specified number of tokens and saves it to a file. Dictionaries are commonly used data structures in natural language processing, which map words to unique integer indices.

The type of code 2024-12-16 12:17:11 32 views

Fairseq Dictionary

This function randomly selects an input text from the Fairseq model and translates it using a pretrained model. First, it loads the target dictionary, then tokenizes the input text, loads the pretrained model, performs the translation, and decodes the output tokens back into text.

The type of code 2024-12-16 12:17:09 28 views

Fairseq PyTorch

This function uses the Fairseq library's model and dictionary to generate a random sentence. First, it initializes the model, then it creates a random input sequence, uses the model to generate the output sequence, and finally converts the generated token sequence to a string.

Fairseq model random sentence generation 2024-12-16 12:16:49 26 views

PyMongoEngine

This function creates a random document and saves it into the specified collection. It accepts a collection and a dictionary containing document data as parameters.

Database operation 2024-12-16 12:16:27 22 views

Prefect Pandas

This code defines a custom function that uses Prefect and Pandas libraries to generate a report with summary statistics of the provided data. It accepts a dictionary of data, converts it to a DataFrame, calculates descriptive statistics, and saves the results to a CSV file.

The type of code 2024-12-16 12:15:56 12 views

spaCy

This function takes a text as input, uses the spaCy library to analyze the parts of speech in the text, and returns a dictionary containing different parts of speech and their frequencies.

Function 2024-12-16 12:15:51 10 views

Fairseq Dictionary

This function uses Fairseq's Dictionary class to generate a dictionary containing 1000 random words. Each word is unique, formatted as 'word_' followed by its index.

Fairseq Dictionary Generation 2024-12-16 12:15:39 16 views

gensim Dictionary

The function uses gensim's Dictionary, Word2Vec, and LdaModel to process text data and generate a sentence based on a random topic.

The type of code 2024-12-16 12:14:58 23 views