Buffalo v2.0.0
-
Added new algorithm WARP (Collaborative Metric Learning)
-
Add new training algorithm ials++ for learning ALS Model
-
Delete tensorboard, hyperopt
- Optimizable is replaced now
train
methods of models now taketraining_callback
e.g.) https://github.com/kakao/buffalo/blob/54c97fd300c2615eb53fcfd4fdc7879b98f19703/buffalo/algo/als.py#L144
-
Refactor import structure
- Now modules can be imported with shorter depth
-
previous
from buffalo.cfr import CFR
from buffalo.options import CFROption
from buffalo.data StreamOptions
from buffalo.misc import aux, log
- new
from buffalo import CFR, CFROption, StreamOptions
from buffalo import aux, log
- Now able to install via bdist wheel for python 3.8, 3.9, 3.10 on manylinux machines