numpy 3 tensorflow 3 deep-learning 3 early-stopping 2 lstm 2 scikit-learn 2 sequential-models 2 tokenizer 2 python 2 pytorch 2 artificial-intelligence 1 neural-network 1 prediction 1 neural-networks 1 physics 1 binary-classification 1 gradient-descent 1 neural-networks-from-scratch 1 adam-optimizer 1 weighted-binary-cross-entropy-soft-dice-loss 1 soft-dice 1 semantic-segmentation 1 representational-learning 1 preprocessing-data 1 keras-tensorflow 1 convolutional-neural-networks 1 brats2020 1 brain-tumor-segmentation 1