Across
- 2. type of clouds formed by localized upward air motion
- 3. convection happens when a fluid is heated from ...
- 4. the part of the Earth system that includes all living organisms
- 7. a common but no longer used activation function
- 8. clever application of chain rule for neural network gradients
- 10. a representation of what the machine learning system has learned
- 12. greenhouse gas primarily responsible for anthropogenic climate change
- 14. where does the emitted CO2 go #2?
- 18. the component of the Earth system that is referred to as cryosphere
- 19. absolute temperature scale
- 21. what an optimization algorithm optimizes
- 24. joint probability of the observed data as a function of models and parameters
- 25. method of representing processes that are too small to be resolved in a climate model
- 28. computer language used for today's Earth System Models
- 29. an algorithm that learns without a teacher
- 30. influence on the Earth system
- 31. the atmosphere .... with height
- 33. a variable that influences both the dependent and independent variables, causing a spurious association
- 35. a machine learning approach inspired by the brain
- 39. a type of variables that are not directly observed
- 40. statistical models that combine both parametric and nonparametric elements
- 42. transfer of heat by physical contact
- 43. where does the emitted CO2 go #1?
- 44. probability assigned to models or parameters before any data is taken into account
- 45. the process of making predictions in machine learning
Down
- 1. neural network that reconstructs the input
- 5. anthropogenic changes on the climate are induced by ...
- 6. an object that is capable of absorbing and emitting all wavelengths of light
- 9. technique to create parsimonious representation
- 11. a scalar measuring how far the prediction is from the truth
- 13. matrix decomposition that discovers lower-order structures in a matrix
- 15. correlation does not imply ...
- 16. when a machine learning system fails to generalize to unseen examples
- 17. ocean circulation by which surface water moves to the deep ocean
- 20. a type of neural network without loops
- 22. a complete pass through the dataset in deep learning
- 23. a generative model that competes with a discriminative model
- 24. a neural network has many of these
- 26. the fraction of incoming solar radiation that is reflected back to space without ever being absorbed
- 27. method to select hyper-parameters
- 32. unit of energy
- 34. when the model produces continuous values and not categorical values
- 36. from these deposits on the ocean floor, past climate signals can be infered
- 37. where does the emitted CO2 go #3?
- 38. the first neural network from 1958
- 41. another name to call independent variables