ML Crossword Puzzle

2. a group or system of interconnected people or things
9. a regularization technique for neural networks that prevents overfitting
10. An open source machine learning framework that accelerates the path from research prototyping to production deployment.
11. the process of partitioning a digital image into multiple segments
14. a function that can be "ON" (1) or "OFF" (0), depending on input
15. notice taken of someone or something;
17. the process of adding information in order to solve an ill-posed problem or to prevent overfitting
19. a technique used in CNN by compressesing the input representation into a lower-dimensional representation.

1. a function derived from two given functions by integration
3. happens when models fit exactly to a particular set of data, and may therefore fail to fit additional data or predict future observations reliably
4. an algorithm to efficiently calculate the gradients in a neural network
5. in contrast to feedback
6. arrange (things) in sets or groups.
7. the machine learning task of learning a function with labels' prior
8. a neural network model whose goal is to predict the input itself
12. involving or characterized by conflict or opposition.
13. the act or process of normalizing
16. rectified linear unit
18. an apparatus using mechanical power and having several parts