Buffalo
Buffalo is a fast and scalable production-ready open source project for recommender systems. Buffalo effectively utilizes system resources, enabling high performance even on low-spec machines. The implementation is optimized for CPU and SSD. Even so, it shows good performance with GPU accelerator, too. Buffalo, developed by Kakao, has been reliably used in production for various Kakao services.
For more information see the documentation
Requirements
- Python 3.8+
- cmake 3.17+
- gcc/g++ (with std=c++14)
License
This software is licensed under the Apache 2 license, quoted below.
Copyright 2020 Kakao Corp. http://www.kakaocorp.com
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this project except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0.
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.
7 maintainers
Release files for buffalo 2.0.6
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| buffalo-2.0.6.tar.gz | 1.7 MB | Details |
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| buffalo-2.0.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | CPython 3.11 | CPython 3.11 | Linux glibc 2.17+ x86-64 | Details |
| buffalo-2.0.6-cp311-cp311-macosx_11_0_arm64.whl | CPython 3.11 | CPython 3.11 | macOS 11.0+ ARM64 | Details |
| buffalo-2.0.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | CPython 3.10 | CPython 3.10 | Linux glibc 2.17+ x86-64 | Details |
| buffalo-2.0.6-cp310-cp310-macosx_11_0_arm64.whl | CPython 3.10 | CPython 3.10 | macOS 11.0+ ARM64 | Details |
| buffalo-2.0.6-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | CPython 3.9 | CPython 3.9 | Linux glibc 2.17+ x86-64 | Details |
| buffalo-2.0.6-cp39-cp39-macosx_11_0_arm64.whl | CPython 3.9 | CPython 3.9 | macOS 11.0+ ARM64 | Details |
| buffalo-2.0.6-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | CPython 3.8 | CPython 3.8 | Linux glibc 2.17+ x86-64 | Details |
| buffalo-2.0.6-cp38-cp38-macosx_11_0_arm64.whl | CPython 3.8 | CPython 3.8 | macOS 11.0+ ARM64 | Details |
Total release size: 403.1 MB
Release files / buffalo-2.0.6.tar.gz
| Download URL | buffalo-2.0.6.tar.gz |
|---|---|
| Size | 1.7 MB |
| Tags | Source |
|
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| Upload date | |
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Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
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Transparency logRelease files / buffalo-2.0.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | buffalo-2.0.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 96.6 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
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Yes |
| Uploaded via |
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| Download URL | buffalo-2.0.6-cp311-cp311-macosx_11_0_arm64.whl |
|---|---|
| Size | 3.8 MB |
| Tags | CPython 3.11 macOS 11.0+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
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Transparency logRelease files / buffalo-2.0.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | buffalo-2.0.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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| Size | 3.8 MB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
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|
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| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
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| Tags | CPython 3.9 macOS 11.0+ ARM64 |
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| Uploaded via |
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| Download URL | buffalo-2.0.6-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 96.6 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Provenance
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| Download URL | buffalo-2.0.6-cp38-cp38-macosx_11_0_arm64.whl |
|---|---|
| Size | 3.8 MB |
| Tags | CPython 3.8 macOS 11.0+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.12.9
|
Provenance
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