How does PR-AUC differ from ROC-AUC?
Middle
228
Machine Learning / AI
3636
0
What is feature hashing trick and where is it appropriate to use?
Middle — Senior
228
Как должна выглядеть разметка для обучения трансформера распознавать спецтерминологию?
Middle
228
How is a random forest structured and how does it train in a classification task?
Middle — Senior
228
What is mean reciprocal rank (MRR) and where is it used in search evaluation?
Middle — Senior
228
Tell us about the architecture of ViT (Vision Transformer): how does an image turn into a sequence of tokens?
Middle — Senior
228
Why is there a limit on the number of tokens in transformers?
Middle — Senior
228
What is probabilistic programming (PyMC, Stan, NumPyro)?
Senior
227
227
What must an object have to be an iterator in Python?
Middle
227
What is weight tying between embedding and output projection?
Middle — Senior
227
What is FSDP and how does it differ from DDP?
Middle — Senior
227
Is it possible to use linear regression for sales forecasting with a non-negativity constraint?
Middle
227
Is it possible to use numpy functions for matrix multiplication in Python?
Middle
227
Is it possible to use two-dimensional positional encoding in transformers working with images?
Senior
227
What are the approaches to handwritten text recognition?
Middle — Senior
227
What is target network in DQN?
Middle — Senior
227
How is KV-cache implemented in autoregressive transformer inference?
227
What is a decision transformer and how does it translate RL into supervised learning?
Middle — Senior
227
What criteria of informativeness are used when constructing a decision tree?
Middle — Senior
227