gradient-descent Examples and Free Source Code

Is the loss of the mini-batch the mean of the losses for each sample?...

numpy machine-learning deep-learning gradient-descent

Gradient descent function in python - error in loss function or weights...

python gradient-descent

Octave / Gradient Descent code: GD works fine, but it won't save the output from the cost functi...

machine-learning octave gradient-descent

How can I visualise this gradient descent algorithm?...

python matplotlib gradient-descent

Is SGD optimizer in PyTorch actually does Gradient Descent algorithm?...

python pytorch gradient-descent

Understanding gradient computation using backward() in PyTorch...

python pytorch torch gradient-descent autograd

tf.GradientTape giving None gradient while writing custom training loop...

python tensorflow gradient-descent gradienttape

Partial Derivative term in the Gradient Descent Algorithm...

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how to set the gradient for a network in pytorch...

python neural-network pytorch gradient-descent stochastic-gradient

Is it possible to do this shape CSS?...

css gradient css-shapes gradient-descent

How do I include the bias term with other weights when performing gradient descent in TensorFlow?...

tensorflow linear-regression tensorflow2.0 gradient-descent

Vectorized form Derivation of Multiple Linear Regression Cost Function...

machine-learning linear-regression gradient-descent cost-based-optimizer

scipy.optimize.fmin_l_bfgs_b returns 'ABNORMAL_TERMINATION_IN_LNSRCH'...

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Will switching GPU device affect the gradient in PyTorch back propagation?...

pytorch gpu cpu gradient-descent backpropagation

How MAE loss is optimized with SGD optimizer in sklearn?...

machine-learning scikit-learn gradient-descent

ZeroDivisionError: division by zero error in gradient descent.py...

python python-3.x machine-learning gradient-descent divide-by-zero

Trying to train a model on Jupiter and Google Colab. getting errors when trying to implement gradien...

python tensorflow gradient-descent siamese-network

Training with threshold in PyTorch...

python machine-learning deep-learning pytorch gradient-descent

How can I get the gradients of two losses in pytorch...

python pytorch computer-vision gradient-descent

Fast gradient-descent implementation in a C++ library?...

c++visual-studio-2010 optimization numerical-methods gradient-descent

how is the optmization done when we use zero_grad() in PyTorch?...

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Understand Adam optimizer intuitively...

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Attribute Error: `loss.backward()` returns None...

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Gradient descent extended function example...

python function numpy math gradient-descent

Full-matrix approach to backpropagation in Artificial Neural Network...

python numpy neural-network backpropagation gradient-descent

Adam optimizer: ValueError: No gradients provided for any variable...

python tensorflow tensorflow2.0 gradient-descent pre-trained-model

How does a decaying learning rate schedule with AdamW influence the weight decay parameter?...

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torch.no_grad() and detach() combined...

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Understanding Pytorch Weight and Biases in Linear Layer...

python deep-learning neural-network pytorch gradient-descent

Why are the gradients not equivalent when using loss.backward() v.s torch.auto.grad?...

python pytorch gradient-descent autograd stochastic-gradient