Buffalo

Latest version: v2.0.5

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2.0.5

What's Changed
* Update build_and_publush.yaml by ita9naiwa in https://github.com/kakao/buffalo/pull/83
* Bump version by ita9naiwa in https://github.com/kakao/buffalo/pull/85


**Full Changelog**: https://github.com/kakao/buffalo/compare/v2.0.4...v2.0.5

2.0.4

What's Changed
* Add eALS by dkkim1005 in https://github.com/kakao/buffalo/pull/77
* Fix imports by dkkim1005 in https://github.com/kakao/buffalo/pull/79
* Fix type mismatch error in MatrixMarket by dkkim1005 in https://github.com/kakao/buffalo/pull/81
* Fix W2V stream data newline error. by yupyub in https://github.com/kakao/buffalo/pull/82

New Contributors
* dkkim1005 made their first contribution in https://github.com/kakao/buffalo/pull/77
* yupyub made their first contribution in https://github.com/kakao/buffalo/pull/82

**Full Changelog**: https://github.com/kakao/buffalo/compare/v2.0.3...v2.0.4

2.0.3

What's Changed
* Fix 3rd by lsh918 in https://github.com/kakao/buffalo/pull/70
* Update by applying CLA Assistant by oss-kakao in https://github.com/kakao/buffalo/pull/71
* Temp file delete by ita9naiwa in https://github.com/kakao/buffalo/pull/73
* bug fix: progress bar in log.py by pakhy2380 in https://github.com/kakao/buffalo/pull/74
* fix bug during w2v training with utf8 characters by pakhy2380 in https://github.com/kakao/buffalo/pull/76
* bump version by ita9naiwa in https://github.com/kakao/buffalo/pull/78

2.0.2

Changes

Bug fix
- `ALSOption` allows float type `alpha` not a `int` type.
- Fixed CUDA compilation bug
- Changed module name (`aux` -> `_aux`) to avoid conflict with windows OS's reserved keyword
- `from aurochs.misc.aux import xxx` would not work anymore
- Instead, use `from aurochs.misc import aux; aux.xxx` or `from aurochs.misc._aux import xxx`

Misc
- Changed build backed (poetry -> setuptools)
- Changed submodule path for Eigen and its version(to 3.4)
- Removed unnecessary imports and directives from cython sources
- Removed useless dependency and CLI
- `fire` & `absl-py`
- Add Github acntions CI pipleline for building wheels
- Only supports Linux & MacOS wheel with `x86_64` architecture

2.0.1

- Build wheels on pypi are fixed

2.0.0

- Added new algorithm WARP (Collaborative Metric Learning)
- Add new training algorithm [ials++](https://arxiv.org/abs/2110.14044) for learning ALS Model
- Delete tensorboard, hyperopt
- Optimizable is replaced now
- `train` methods of models now take `training_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
python
from buffalo.cfr import CFR
from buffalo.options import CFROption
from buffalo.data StreamOptions
from buffalo.misc import aux, log


- new
python
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

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