Week 8 Videos
Contents
Week 8 Videos¶
A little neural network (2:43)¶
We introduce a neural network which is small enough that its formula can be written down explicitly.
Neural network for logical or (5:39)¶
Creating the little neural network in PyTorch.
Evaluating our neural network (2:29)¶
Evaluating the neural network with its randomly initialized parameters.
Optimizer (4:45)¶
Specifying the optimizer we will use in training.
Training the model (5:57)¶
Training the model in PyTorch.
A little neural network: results (5:12)¶
Summarizing the results and giving the explicit formula for our fitted neural network.