eltociear/bishop-tasks-v1

bishop-tasks-v1 43 exact pattern-recognition tasks for the bishop-env RL environment, on the topics of Pattern Recognition and Machine Learning (Bishop): probability and Bayes, information theory, linear regression and ridge, naive Bayes, Bernoulli mixtures and EM, k-means, conjugate priors, and d-separation in directed graphical models. field meaning task_id bi-000 … bi-042 category probability / information-theory / regression / classification / bayesian-inference… See the full description on the dataset page: https://huggingface.co/datasets/eltociear/bishop-tasks-v1.