Seq2SeqSharp is a tensor based fast & flexible deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, different network types (Transformer, LSTM, BiLSTM and so on), multi-GPUs supported,
By consistently applying the same threshold to single and multiple cross-sections, the descending aorta's SUV mean can be reliably assessed, aligning well with visually prominent accumulation.The implementation of cognitive-behavioral methods could be impactful in tackling and preventing oral health ...
This is the definition of my model: import torchvision import torch import torch.nn as nn import torch.nn.functional as F class Model(nn.Module): def __init__(self, in_dim, out_dim, *args, **kwargs): super(Model, self).__init__(*args, **...
Next, the DBLSTM model was adopted to map the relationships of the PPGs sequence and the MCEPs sequence for speech parameter generation. The implementation was based on the machine learning library, CURRENNT. The number of units in each layer was [131 64 64 64 64 39] respectively, where ea...
An apparatus includes a processor to: receive a request from a remote device to perform a job flow; retrieve a job flow definition defining the job flow and each of a set of task ro
Fashion compatibility: Fashion compatibility refers to the harmonious combination of two or more fashion items within an outfit. Han et al. [32] explored this concept by employing a Bi-LSTM model [33] and introduced the task of compatibility prediction to evaluate the coherence of an outfit. Va...
2.1. Transport of Colloids and Fluid A two-fluid model based on an energy landscape enables the implementation of colloid/membrane interactions in the fluid and colloids momentum and mass balances [18]. Such a Eulerian approach assumes that the fluid and the colloid phases are a continuous ...
Matlab-based deep learning toolkit that supports arbitrary directed acyclic graphs (DAG). Support DNN, LSTM, CNN layers and many signal processing layers. Include recipes/examples of using the tool for various tasks. - singaxiong/SignalGraph