Useful tips for everyday
What is the advantage of backpropagation? Most prominent advantages of Backpropagation are: Backpropagation is fast, simple and easy to program. It has no parameters to…
What is a good predictive accuracy? If you are working on a classification problem, the best score is 100% accuracy. If you are working on…
Is TensorBoard real time? Tensorboard does not show real-time updates while training without Tensorflow installation. How do you debug a TensorBoard? How to get started…
What is Contravariant and covariant in tensor? Contravariant tensors are a type of tensor with differing transformation properties, denoted . To turn a contravariant tensor…
Why do we need nonlinearity in neural networks? Non-linearity is needed in activation functions because its aim in a neural network is to produce a…
Can a neural network be trained on multiple inputs? It is much more common to have multiple channels, meaning several different types of inputs. Similarly…
How does the batch size affect the training process? The number of examples from the training dataset used in the estimate of the error gradient…
Is Meshmixer good for 3D printing? Autodesk meshmixer is a fantastic free software for creating and manipulating 3D files for 3D printing. Whether you need…
Is PLA filament abrasive? PLA, PETG, ABS and so on are not really abrasive by themselves and you can print many hundred hours and probably…
Why does temperature increase during extrusion? It is recognised that during extrusion the deformation energy is converted into heat, thereby increasing the temperature of the…