BSD Portsmisc/py-optuna 5.0.0 FreeBSD
Hyperparameter optimization framework
- System
- FreeBSD
- Repository
- FreeBSD ports
- Maintainer
- [email protected]
- Last update
- Commit
8bec6f3cdc- License
- MIT
- Categories
- misc
- Package size
- 751.9 KiB, 5124.6 KiB installed
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:
pkg install py312-optunaFrom the ports tree:
cd /usr/ports/misc/py-optuna/ && make install cleanTo depend on this port in another port's Makefile:
RUN_DEPENDS= py312-optuna>0:misc/py-optunaPackages
The version each package repository carries. “-” means the repository builds no package of it, “n/a” that there is no such repository.
| Repository | aarch64 | amd64 | armv6 | armv7 | i386 |
|---|---|---|---|---|---|
| FreeBSD:14:latest | 5.0.0 | 5.0.0 | - | 4.3.0 | 5.0.0 |
| FreeBSD:14:quarterly | 5.0.0 | 5.0.0 | n/a | 4.3.0 | 5.0.0 |
| FreeBSD:15:latest | 5.0.0 | 5.0.0 | n/a | 4.3.0 | 4.3.0 |
| FreeBSD:15:quarterly | 5.0.0 | 5.0.0 | n/a | n/a | n/a |
| FreeBSD:16:latest | 5.0.0 | 5.0.0 | n/a | n/a | n/a |
| FreeBSD:16:quarterly | n/a | n/a | n/a | n/a | n/a |
Dependencies
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${PYTHON_PKGNAMEPREFIX}numpy>0: math/py-numpy${PYTHON_PKGNAMEPREFIX}packaging>=20.0: devel/py-packaging${PYTHON_PKGNAMEPREFIX}pyyaml>0: devel/py-pyyaml${PYTHON_PKGNAMEPREFIX}sqlalchemy20>=1.4.2: databases/py-sqlalchemy20${PYTHON_PKGNAMEPREFIX}tqdm>0: misc/py-tqdm
Test 18
${PYTHON_PKGNAMEPREFIX}boto3>0: www/py-boto3${PYTHON_PKGNAMEPREFIX}cmaes>=0.12.0: math/py-cmaes${PYTHON_PKGNAMEPREFIX}coverage>=0: devel/py-coverage${PYTHON_PKGNAMEPREFIX}fakeredis>=0: databases/py-fakeredis${PYTHON_PKGNAMEPREFIX}google-cloud-storage>0: www/py-google-cloud-storage${PYTHON_PKGNAMEPREFIX}greenlet>0: devel/py-greenlet${PYTHON_PKGNAMEPREFIX}grpcio>0: devel/py-grpcio${PYTHON_PKGNAMEPREFIX}matplotlib>0: math/py-matplotlib${PYTHON_PKGNAMEPREFIX}moto>=0: devel/py-moto${PYTHON_PKGNAMEPREFIX}pandas>0: math/py-pandas${PYTHON_PKGNAMEPREFIX}plotly>=4.9.0: graphics/py-plotly${PYTHON_PKGNAMEPREFIX}protobuf>=5.28.1: devel/py-protobuf${PYTHON_PKGNAMEPREFIX}pytest>0: devel/py-pytest${PYTHON_PKGNAMEPREFIX}pytest-xdist>0: devel/py-pytest-xdist${PYTHON_PKGNAMEPREFIX}pytorch>0: misc/py-pytorch${PYTHON_PKGNAMEPREFIX}redis>0: databases/py-redis${PYTHON_PKGNAMEPREFIX}scikit-learn>=0.24.2: science/py-scikit-learn${PYTHON_PKGNAMEPREFIX}scipy>=1.9.2: science/py-scipy
The full lists below include those, and their dependencies in turn.
Build dependencies 16
Run dependencies 33
- archivers/liblz4
- archivers/zstd
- databases/py-alembic
- databases/py-sqlalchemy20
- databases/py-sqlite3
- databases/sqlite3
- devel/binutils
- devel/gettext-runtime
- devel/libedit
- devel/libffi
- devel/py-colorlog
- devel/py-greenlet
- devel/py-packaging
- devel/py-pyyaml
- devel/py-typing-extensions
- devel/readline
- lang/gcc14
- lang/python312
- lang/python315
- lang/tcl86
- math/gmp
- math/libtommath
- math/mpc
- math/mpdecimal
- math/mpfr
- math/openblas
- math/py-numpy
- misc/py-tqdm
- print/indexinfo
- textproc/expat2
- textproc/libyaml
- textproc/py-mako
- textproc/py-markupsafe
Required by 41
- deskutils/py-qmd
- graphics/py-olmocr
- misc/colibri
- misc/comfyui
- misc/py-compressed-tensors
- misc/py-kokoro
- misc/py-llama-index-embeddings-huggingface
- misc/py-optimum
- misc/py-peft
- misc/py-sentence-transformers
- misc/py-transformers
- misc/py-vllm
- misc/py-xgrammar
- textproc/py-docling
- textproc/py-docling-agent
- textproc/py-docling-analysis-framework
- textproc/py-docling-core
- textproc/py-docling-cvat-tools
- textproc/py-docling-demo
- textproc/py-docling-enhanced
- textproc/py-docling-enhanced-onnx
- textproc/py-docling-eval
- textproc/py-docling-glm-ocr
- textproc/py-docling-google-ocr
- textproc/py-docling-graph
- textproc/py-docling-haystack
- textproc/py-docling-hierarchical-pdf
- textproc/py-docling-ibm-models
- textproc/py-docling-jobkit
- textproc/py-docling-langchain
- textproc/py-docling-litellm-picture-description
- textproc/py-docling-mcp
- textproc/py-docling-ocr
- textproc/py-docling-ocr-mistral
- textproc/py-docling-ocr-onnxtr
- textproc/py-docling-parse
- textproc/py-docling-sdg
- textproc/py-docling-serve
- textproc/py-docling-slim
- textproc/py-extended-docling
- textproc/py-langchain-docling
Configuration
No options to configure.
- USES
- python
- Service scripts
- none
Files
distinfo 1
| File | Size | SHA256 |
|---|---|---|
| optuna-5.0.0.tar.gz | 508726 | 358bb878b7b1e20e90dc944ac4261796dd3d5c2b7860aa960a08fc10e0b5beff |
Master sites 1
- PYPI