Beanie ObjectId

This function randomly selects an index from the provided data series.

Function 2024-12-16 12:18:03 42 views

Allennlp Vocabulary

This function uses the Allennlp library to predict the label of a given text. It first loads a pre-trained model and vocabulary. Then, it splits the input text into words and finds the index of each word in the vocabulary. Next, it creates an instance and passes it to the model for prediction. Finally, it returns the predicted label.

The type of code 2024-12-16 12:16:22 18 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

Pathlib

This function accepts a directory path and a new file name prefix, renaming all files in the directory. The new file names include the index of the original file name and the prefix.

File operation 2024-12-16 12:14:53 22 views

PyMongoEngine MongoDB

This function retrieves a random document from a specified MongoDB collection based on a provided query criteria. It first calculates the count of documents that match the query, then generates a random index to fetch a document.

Database query 2024-12-16 12:14:36 26 views

MongoDB pymongo

This function retrieves a random document from a MongoDB collection. It first creates an index on the _id field for efficient random access, then retrieves a random _id from the collection and uses it to get the corresponding document.

Database Query 2024-12-16 12:13:42 6 views

Keras

This function generates random word embeddings from a pre-trained embedding matrix. It accepts a word index dictionary and an embedding matrix, and then randomly selects a certain number of words from the word index and returns their embeddings.

The type of code 2024-12-16 12:11:38 3 views

GeoPandas Shapely

This function calculates the area of each polygon in a GeoDataFrame and returns a dictionary with polygon index as keys and their area as values.

Custom function 2024-12-16 12:10:19 5 views

eli5 sklearn

This function uses PermutationImportance from the eli5 library to evaluate the importance of each feature in a given model and returns the index of the most important feature.

Machine learning 2024-12-16 12:07:55 7 views

Vaex NumPy

This function randomly selects a specified number of row indices from a Vaex DataFrame and returns a Vaex Series containing these indices.

Python Function 2024-12-16 12:07:43 4 views