An easy and quick refresher

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Across
  1. 3. A neural network architecture temporal dynamic behavior
  2. 6. A computing platform to use a gpu device, if available
  3. 7. PyTorch property that automates the computation of gradients
  4. 10. Random filter used in a CNN
  5. 11. Converting the data into a 1-dimensional array
  6. 12. Number of inputs processed in one iteration
  7. 14. Dataset of examples used to tune the hyperparameters of a classifier
  8. 15. A popular optimizer
  9. 18. Type of learning algorithm motivated by 'carrots and sticks' approach
  10. 20. A popular neural network architecture capable of classification, image recognition, and much more
  11. 21. The URL to the new Slack workspace is ai-******.slack.com :)
  12. 23. Torch package for implementing various optimization algorithms
  13. 24. Our dear community manager
  14. 25. Famous number everyone in this phase loved
  15. 26. Steps taken in each move of a filter
Down
  1. 1. Adding pixels to an image to avoid information loss on perimeters
  2. 2. Downsampling of features
  3. 4. Torch.***** returns the total number of elements in the input tensor
  4. 5. A widely used measure of distance
  5. 6. PyTorch author
  6. 8. A popular activation function
  7. 9. A cool technique to create magical artworks combining two images
  8. 13. Maximizing likelihood is equivalent to minimizing this
  9. 16. One of the 'Hello world' datasets for ML/DL
  10. 17. This outputs a vector that represents the probability distributions of a list of potential outcomes
  11. 19. Function to randomly zero some of the elements in a neural network to avoid overfitting
  12. 20. A measure of similarity between two non-zero vectors
  13. 22. A type of recurrent neural network capable of learning order dependence in a sequence