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Topic: "softmax-function"

mahnoorsheikh16/Node-Classification-with-Graph-Neural-Networks

Evaluation of multiple graph neural network models—GCN, GAT, GraphSAGE, MPNN and DGI—for node classification on graph-structured data. Preprocessing includes feature normalization and adjacency-matrix regularization, and an ensemble of model predictions boosts performance. The best ensemble achieves 83.47% test accuracy.

Language: Jupyter Notebook - Size: 285 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

TahirZia-1/Neural-Networks-MNIST-in-Python

Implementations of neural networks in python for the classification of MNIST datasets.

Language: Jupyter Notebook - Size: 43.9 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

guoxxiong/mppi_local_planner

An Eigen-based ROS1 plugin for mobile robot commands planning. Model Predictive Path Integral, Normal Distribution Noise, SG Smoother, Softmax, Dynamic Reconfigure

Language: C++ - Size: 91.8 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1

dmivilensky/Accelerated-Coordinate-Descent-Method

The implementation of Coordinate Descent Method Accelerated by Universal Metaalgorithm with efficient amortised complexity of iteration & Experiments with sparse SoftMax function, where the proposed method is better than FGM

Language: Jupyter Notebook - Size: 41 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

Related Topics
coordinate-descent 1 sparse-matrix 1 critic-function 1 eigen 1 local-planner 1 mobile-robots 1 mpc-control 1 noise-generator 1 ros 1 savitzky-golay-filter 1 ai 1 artificial-intelligence 1 ipynb 1 ipynb-jupyter-notebook 1 mnist 1 mnist-classification 1 mnist-dataset 1 networks 1 neural 1 python 1 relu 1 relu-activation 1 sigmoid 1 sigmoid-function 1 softmax 1 tensorflow 1 deep-graph-infomax 1 deep-infomax 1 deep-learning 1 deep-neural-networks 1 dense-array 1 ensemble-learning 1 feature-normalization 1 gcn-architecture 1 graph-attention-network 1 graph-neural-networks 1 graphsage 1 loss-functions 1 mpnn-model 1 node-classification 1 pytorch-implementation 1 pytorch-tensors 1 regularization 1 relu-layer 1