BSD Portsai/py-optuna 4.7.0_2 MidnightBSD
Hyperparameter optimization framework
- System
- MidnightBSD
- Repository
- mports
- Maintainer
- [email protected]
- Port added
- Last update
- Commit
b807d69740- License
- mit
- Categories
- ai
Description
Optuna is an automatic hyperparameter optimization software framework, particularly designed for machine learning. It features an imperative, define-by-run style user API. Thanks to our define-by-run API, the code written with Optuna enjoys high modularity, and the user of Optuna can dynamically construct the search spaces for the hyperparameters.
Install
Binary package:
mport install ${PYTHON_PKGNAMEPREFIX}optunaFrom mports:
cd /usr/mports/ai/py-optuna && make install cleanTo depend on this port in another port's Makefile:
RUN_DEPENDS= ${PYTHON_PKGNAMEPREFIX}optuna>0:ai/py-optunaDependencies
As this port's Makefile names them.
Build 1
${PYTHON_PKGNAMEPREFIX}wheel>0: devel/py-wheel
Runtime 7
${PYTHON_PKGNAMEPREFIX}alembic>=1.5.0: databases/py-alembic${PYTHON_PKGNAMEPREFIX}colorlog>0: devel/py-colorlog${PYTHON_PKGNAMEPREFIX}numpy>=1.16: math/py-numpy${PYTHON_PKGNAMEPREFIX}packaging>=20.0: devel/py-packaging${PYTHON_PKGNAMEPREFIX}sqlalchemy20>=1.4.2: databases/py-sqlalchemy20${PYTHON_PKGNAMEPREFIX}tqdm>0: misc/py-tqdm${PYTHON_PKGNAMEPREFIX}pyyaml>0: devel/py-pyyaml
Test 6
${PYTHON_PKGNAMEPREFIX}coverage>=0: devel/py-coverage${PYTHON_PKGNAMEPREFIX}fakeredis>=0: databases/py-fakeredis${PYTHON_PKGNAMEPREFIX}moto>=0: devel/py-moto${PYTHON_PKGNAMEPREFIX}pytest>=0: devel/py-pytest${PYTHON_PKGNAMEPREFIX}pytorch>=0: ai/py-pytorch${PYTHON_PKGNAMEPREFIX}scipy>=1.9.2: science/py-scipy
Build dependencies 1
Run dependencies 7
Required by 1
Configuration
No options to configure.
- USES
- python
- Service scripts
- none
Files
distinfo 1
| File | Size | SHA256 |
|---|---|---|
| optuna-4.7.0.tar.gz | 479740 | d91817e2079825557bd2e97de2e8c9ae260bfc99b32712502aef8a5095b2d2c0 |
Master sites 1
- PYPI
Commit history 1
| Date | Commit | Credits | Log message |
|---|---|---|---|
b807d69740 |
Lucas Holt | Add LangChain AI ports and dependencies AI-Assisted-by: OpenAI Codex <[email protected]>
Signed-off-by: Lucas Holt <[email protected]> |