Neural Threads - VideoAndMovie

4.4 What is Binary cross-entropy loss and how to compute the gradients?

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4.4 What is Binary cross-entropy loss and how to compute the gradients?

4.3 What is Categorical cross-entropy loss and how to compute the gradients?

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4.3 What is Categorical cross-entropy loss and how to compute the gradients?

4.2 Mean absolute error and how to calculate its derivative?

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4.2 Mean absolute error and how to calculate its derivative?

4.1 Mean square error and how to calculate its derivative?

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4.1 Mean square error and how to calculate its derivative?

3.7 What is Softmax Activation function and how to take its Derivative or Jacobian?

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3.7 What is Softmax Activation function and how to take its Derivative or Jacobian?

3.6 What is Softplus function and its derivative?

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3.6 What is Softplus function and its derivative?

3.5 What is SELU and ELU functions and their derivatives?

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3.5 What is SELU and ELU functions and their derivatives?

3.4 What is ReLU and Leaky ReLU functions and their derivatives?

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3.4 What is ReLU and Leaky ReLU functions and their derivatives?

3.3 What is Softsign function and its derivative?

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3.3 What is Softsign function and its derivative?

3.2 What is Tanh function and its derivative?

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3.2 What is Tanh function and its derivative?

3.1 What is Sigmoid function and its derivative?

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3.1 What is Sigmoid function and its derivative?

2.10 Optimizers racing to the Minima

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2.10 Optimizers racing to the Minima

2.9 How does Adamax works?

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2.9 How does Adamax works?

2.8 How does Amsgrad works?

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2.8 How does Amsgrad works?

2.7 How does ADAM works?

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2.7 How does ADAM works?

2.6 How does Adadelta works?

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2.6 How does Adadelta works?

2.5 How does RMSprop works?

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2.5 How does RMSprop works?

2.4 How does Adagrad works?

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2.4 How does Adagrad works?

2.3 What is SGD with Nesterov acceleration?

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2.3 What is SGD with Nesterov acceleration?

2.2 What is SGD with Momentum?

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2.2 What is SGD with Momentum?

2.1 What is SGD or Stochastic Gradient Descent?

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2.1 What is SGD or Stochastic Gradient Descent?

1.3 Some useful NumPy operations

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1.3 Some useful NumPy operations

1.2 What is Tensor reshaping?

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1.2 What is Tensor reshaping?

1.1 What are Tensors? (Tensors as NumPy arrays)

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1.1 What are Tensors? (Tensors as NumPy arrays)

0 Welcome to Neural Threads - Your total guide to Deep Learning

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0 Welcome to Neural Threads - Your total guide to Deep Learning