MXNet

This function accepts two arguments, arg1 and arg2, which define the dimensions of the random matrix to be generated. The function first generates a random matrix of shape (arg1, arg2), then uses MXNet's transpose function to transpose it, and finally returns the transposed matrix.

Python Function 2024-12-16 12:18:03 44 views

watchdog Observer

This code defines a function `watch_directory` that uses the `watchdog` library to monitor file modification events in a specified directory. When a file is modified, it calls the callback function passed in.

The type of code 2024-12-16 12:18:03 50 views

Tweepy

This function uses the Tweepy library to authenticate with the Twitter API, then randomly selects a hashtag related to 'New York', and uses it to post a tweet.

Twitter API call 2024-12-16 12:18:02 40 views

gensim

This function uses Word2Vec or Doc2Vec models from the gensim library to generate a sentence with random words. The user can specify the model type (dbow or doc2vec) and the number of words to generate.

Text generation 2024-12-16 12:18:02 29 views

The nltk

This function takes a text and a language parameter, then uses the nltk library for tokenization, stop word removal, and lemmatization.

Function 2024-12-16 12:18:01 28 views

PyNFC

This function uses a reader object from the PyNFC library to read data from an NFC tag. It connects to the NFC reader, reads the tag, and then returns the data read from the tag. If an error occurs, it returns the error message.

NFC Tag Reader Function 2024-12-16 12:18:01 21 views

SHAP Numpy

This function uses the SHAP library to visualize the SHAP values for a given model and data. It takes input features, target variable, model, and feature names as inputs and generates a visualization of the SHAP values.

The type of code 2024-12-16 12:18:00 35 views

Scikit-learn

This function uses the RandomForestClassifier from Scikit-learn to fit a model on the training data, make predictions on the test data, and then calculate and return the accuracy of the predictions.

Machine learning classification 2024-12-16 12:17:59 29 views

Flair TextClassifier

This function uses the Flair library to perform text classification on the input document and generates a summary by extracting the most important sentences based on the classification results.

Text Classification and Summary 2024-12-16 12:17:59 29 views

gensim Word2Vec

This function uses the Word2Vec model from the gensim library to convert input text into word vectors and saves and loads the model.

Function 2024-12-16 12:17:58 28 views