- New Algorithm: TreeBandit as a decision-tree based neighborhood policy.
1.11.0
- New Algorithm: Locality Sensitive Hashing Approximate Nearest Neighbors
1.10.0
- Introduction of base random number generator class to abstract away RNG provider
1.9.0
- New Algorithm: Randomized Popularity (Popularity)
1.8.0
- New Algorithm: Linear Thompson Sampling (LinTS)
1.7.0
- The learning_policy and neighborhood_policy attributes have been changed to decorated properties. - MAB objects can now be serialized with the pickle module.