Python PyTorch This function performs a random walk process and visualizes the result using matplotlib. It randomly selects the direction and number of steps, then records the position of each step and plots it. Data visualization 2024-12-16 12:17:54 35 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
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
PyTorch torchvision This function is used to load and transform data from a specified PyTorch dataset. It supports the CIFAR10 and MNIST datasets. The function returns a DataLoader object for batch data loading. Data Loading and Conversion Functions 2024-12-16 12:17:06 27 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
torch This function generates a random matrix of specified size with a specified data type. The element type of the matrix can be float32, float64, etc. Generate random matrix 2024-12-16 12:15:42 9 views
Fairseq PyTorch This function uses Fairseq library's models and datasets for random translation. It first randomly selects a model and corpus, then loads the model and dataset, and finally translates the input sentence. The type of code 2024-12-16 12:15:39 26 views
PyTorch This function takes a 2D tensor as input and returns its transpose. If the input is not a 2D tensor, it raises an error. Function 2024-12-16 12:14:41 22 views
Fairseq PyTorch This function uses the Fairseq library to perform machine translation. It takes an input sentence and source and target languages, and then returns the translated sentence. Machine translation 2024-12-16 12:13:47 27 views
PyTorch NumPy This function generates a random matrix of specified size using the PyTorch library. The first argument arg1 specifies the number of rows of the matrix, and the second argument arg2 specifies the number of columns. Generate random matrix 2024-12-16 12:13:45 22 views
