b3o_fedlearn
AWS를 활용한 연합학습을 진행하기 위한 패키지 입니다.
Installation
패키지를 설치하기 위해서는 다음과 같은 pip 명령어를 사용합니다:
pip install b3o-fedlearn
Getting Started
패키지를 사용하는 방법에 대한 간단한 예제입니다:
# 연학학습을 위한 환경셋팅
from b3o_fedlearn import client_setup
client_setup.setup()
# 데이터 셋 준비
from b3o_fedlearn import data_processing
data_processing.input_fn(file_path, target_col)
# 연합학습 진행
from b3o_fedlearn import fedlearner
fedlearner.FL_start(member_ID,
config_client,
x_train_client,
y_train_client,
x_test_client,
y_test_client)
Contributing
여러분의 기여를 환영합니다. 이슈를 등록하거나 풀 리퀘스트를 보내주세요.
License
MIT License 라이센스 하에 제공됩니다. 자세한 내용은 LICENSE 파일을 참조해주세요.
1 maintainer
Release files for b3o-fedlearn 1.0.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| b3o-fedlearn-1.0.0.tar.gz | 8.5 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| b3o_fedlearn-1.0.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 17.1 kB
Release files / b3o-fedlearn-1.0.0.tar.gz
| Download URL | b3o-fedlearn-1.0.0.tar.gz |
|---|---|
| Size | 8.5 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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| Upload date | |
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No |
| Uploaded via |
twine/5.0.0 CPython/3.11.7
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Release files / b3o_fedlearn-1.0.0-py3-none-any.whl
| Download URL | b3o_fedlearn-1.0.0-py3-none-any.whl |
|---|---|
| Size | 8.7 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.0.0 CPython/3.11.7
|
