来源: https://github.com/hibayesian/awesome-automl-papers#projects
名称 | 支持类型 | 编程语言 | 开源协议 | 官网 |
|---|---|---|---|---|
AdaNet | NAS | Python | Apache-2.0 | Github |
Advisor | HPO | Python | Apache-2.0 | Github |
AMLA | HPO, NAS | Python | Apache-2.0 | Github |
ATM | HPO | Python | MIT | Github |
Auger | HPO | Python | Commercial | Homepage |
Auto-Keras | NAS | Python | License | Github |
AutoML Vision | NAS | Python | Commercial | Homepage |
AutoML Video Intelligence | NAS | Python | Commercial | Homepage |
AutoML Natural Language | NAS | Python | Commercial | Homepage |
AutoML Translation | NAS | Python | Commercial | Homepage |
AutoML Tables | AutoFE, HPO | Python | Commercial | Homepage |
auto-sklearn | HPO | Python | License | Github |
auto_ml | HPO | Python | MIT | Github |
BayesianOptimization | HPO | Python | MIT | Github |
BayesOpt | HPO | C | AGPL-3.0 | Github |
comet | HPO | Python | Commercial | Homepage |
DataRobot | HPO | Python | Commercial | Homepage |
DEvol | NAS | Python | MIT | Github |
Driverless AI | AutoFE | Python | Commercial | Homepage |
FAR-HO | HPO | Python | MIT | Github |
H2O AutoML | HPO | Python, R, Java, Scala | Apache-2.0 | Github |
HpBandSter | HPO | Python | BSD-3-Clause | Github |
HyperBand | HPO | Python | License | Github |
Hyperopt | HPO | Python | License | Github |
Hyperopt-sklearn | HPO | Python | License | Github |
Hyperparameter Hunter | HPO | Python | MIT | Github |
Katib | HPO | Python | Apache-2.0 | Github |
MateLabs | HPO | Python | Commercial | Github |
Milano | HPO | Python | Apache-2.0 | Github |
MLJAR | HPO | Python | Commercial | Homepage |
nasbot | NAS | Python | MIT | Github |
neptune | HPO | Python | Commercial | Homepage |
NNI | HPO, NAS | Python | MIT | Github |
Optunity | HPO | Python | License | Github |
R2.ai | HPO | ------ | Commercial | Homepage |
RBFOpt | HPO | Python | License | Github |
RoBO | HPO | Python | BSD-3-Clause | Github |
Scikit-Optimize | HPO | Python | License | Github |
SigOpt | HPO | Python | Commercial | Homepage |
SMAC3 | HPO | Python | License | Github |
TPOT | AutoFE, HPO | Python | LGPL-3.0 | Github |
TransmogrifAI | HPO | Scala | BSD-3-Clause | Github |
Tune | HPO | Python | Apache-2.0 | Github |
Xcessiv | HPO | Python | Apache-2.0 | Github |
SmartML | HPO | R | GPL-3.0 | Github |
