binary-cross-entropy 7 deep-learning 4 pytorch 3 python 3 tensorflow 3 numpy 3 neural-network 2 early-stopping 2 lstm 2 scikit-learn 2 sequential-models 2 tokenizer 2 adam-optimizer 2 semantic-segmentation 1 soft-dice 1 representational-learning 1 binary-cross-entropy-loss 1 weighted-binary-cross-entropy-soft-dice-loss 1 binary-classification 1 gradient-descent 1 neural-networks-from-scratch 1 neural-networks 1 physics 1 artificial-intelligence 1 prediction 1 classification 1 data-split 1 data-splitting 1 deep-neural-networks 1 leaky-relu 1 loan-prediction-model 1 machine-learning 1 matplotlib 1 matplotlib-python 1 pandas 1 relu-layer 1 sigmoid-function 1 train-validation-test 1 brain-tumor-segmentation 1 brats2020 1 convolutional-neural-networks 1 keras-tensorflow 1 preprocessing-data 1