Deep Learning from Scratch
Published:
Neural Networks and Deep Learning & Improving Deep Neural Networks: Hyperparameter, Tuning, Regularization and Optimization
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common sense
coursera
Sequence Models
Published:
RNN, GRU, and LSTM
Deep Learning from Scratch
Published:
Neural Networks and Deep Learning & Improving Deep Neural Networks: Hyperparameter, Tuning, Regularization and Optimization
deep learning
PyTorch from Scratch
Published:
Use PyTorch to build your neural network.
Neural Architecture Search: A Survey
Published:
Elsken, Thomas, Jan Hendrik Metzen, and Frank Hutter. “Neural architecture search: A survey.” The Journal of Machine Learning Research 20.1 (2019): 1997-2017.
Sequence Models
Published:
RNN, GRU, and LSTM
Deep Learning from Scratch
Published:
Neural Networks and Deep Learning & Improving Deep Neural Networks: Hyperparameter, Tuning, Regularization and Optimization
guide
PyTorch from Scratch
Published:
Use PyTorch to build your neural network.
nas
Neural Architecture Search: A Survey
Published:
Elsken, Thomas, Jan Hendrik Metzen, and Frank Hutter. “Neural architecture search: A survey.” The Journal of Machine Learning Research 20.1 (2019): 1997-2017.
nlp
Sequence Models
Published:
RNN, GRU, and LSTM
pytorch
PyTorch from Scratch
Published:
Use PyTorch to build your neural network.
survey
Neural Architecture Search: A Survey
Published:
Elsken, Thomas, Jan Hendrik Metzen, and Frank Hutter. “Neural architecture search: A survey.” The Journal of Machine Learning Research 20.1 (2019): 1997-2017.