NetworkX

The function generates a random graph with a given number of nodes and average degree. If the average degree is less than 2, it returns an error message. If the average degree is 2, it generates a Petersen graph; if the average degree is 3, it generates a 2D cube graph; otherwise, it generates an Erdős-Rényi random graph.

Custom function 2024-12-16 12:18:02 42 views

Keras MNIST

This code defines a function that uses the Keras library to classify the MNIST dataset. It first loads the dataset, then preprocesses the data, then constructs a simple neural network model, compiles and trains the model, and finally evaluates the model performance.

The type of code 2024-12-16 12:17:47 31 views

PyTorch NumPy

This code defines a random word generator function based on a Recurrent Neural Network (RNN). The function trains a model using a given corpus and then uses the model to generate a random word sequence of a specified length.

The type of code 2024-12-16 12:17:43 26 views

Allennlp

This code defines a simple sentiment analysis model using components from the Allennlp library. It first defines a tokenizer, vocabulary, text field, label field, embedder, feedforward network, and regularizer. Then it creates an instance and trains a model. Finally, it defines a function that uses the model to predict the sentiment of an input sentence.

Text classification model 2024-12-16 12:16:37 17 views

Keras Numpy

This function creates a random neural network model based on Keras, which accepts input shape and number of classes as parameters and returns the compiled model.

Create a random neural network model 2024-12-16 12:16:26 16 views

Telethon library

This code defines a function to fetch a random number of media messages from a specified Telegram chat. The function uses the Telethon library to send network requests, get historical messages, and filter out media messages.

The type of code 2024-12-16 12:16:24 17 views

Crossbarlib

This function generates a random user agent string, typically used to simulate different browsers or devices accessing the network.

The type of code 2024-12-16 12:16:02 26 views

NetworkX

This function generates a random graph with a specified number of nodes and edges using the `gnm_random_graph` method from the NetworkX library.

The type of code 2024-12-16 12:16:01 21 views

NetworkX

This function generates a random graph with a specified number of nodes and edges.

Function 2024-12-16 12:15:12 20 views

Tornado AsyncHTTPClient

This function uses Tornado's AsyncHTTPClient to asynchronously fetch network resources and prints the response content or error information.

Network request function 2024-12-16 12:14:27 6 views