machine-learning 2 deep-learning 2 numpy 2 visual-recognition 1 dense-array 1 deep-neural-networks 1 deep-infomax 1 deep-graph-infomax 1 sparkmllib 1 sparkml 1 spark 1 scala 1 regression 1 polynomial-regression 1 polynomial 1 normal-equation 1 linear-regression 1 test-train-split 1 process-overview 1 model-selection 1 model-overview 1 generalization 1 feature-augmentation 1 data-augmentation 1 adversarial-feature-normalization 1 adversarial-feature-augmentation 1 softmax-function 1 relu-layer 1 regularization 1 pytorch-tensors 1 pytorch-implementation 1 node-classification 1 mpnn-model 1 loss-functions 1 graphsage 1 graph-neural-networks 1 graph-attention-network 1 gcn-architecture 1 ensemble-learning 1 feature-extraction 1 support-vector-machines 1 regularized-logistic-regression 1 regularized-linear-regression 1 recommender-systems 1 python-3 1 pca-implementation 1 neural-networks 1 matplotlib 1 machine-learning-design 1 machine-learning-curves 1 machine-learning-algorithms 1 k-means-clustering 1 jupyter-notebooks 1 gradient-descent-algorithm 1 data-compression 1 backpropagation-learning-algorithm 1 anomaly-detection-algorithm 1 feature-engineering 1 data-validation 1 softmax 1 relu 1 pandas 1 model-summary 1 keras 1 artificial-neural-networks 1 valence-arousal 1 real-time-demo 1 pytorch 1 out-of-distribution-generalization 1 optimal-transport 1 human-computer-interaction 1 facial-expressions 1 facial-expression-recognition 1 domain-shift 1 speech-classification 1