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Signed-off-by: Shashank Mittal <shashank.mittal.mec22@itbhu.ac.in>
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shashank-iitbhu committed Jun 19, 2024
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12 changes: 4 additions & 8 deletions docs/proposals/parameter-distribution.md
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Expand Up @@ -83,18 +83,14 @@ ref: https://scikit-optimize.github.io/stable/modules/classes.html#module-skopt.
| Distribution Type | Hyperopt | Optuna | Ray Tune |
|-------------------------------|-----------------------|--------------------------------------|-----------------------|
| **Uniform Continuous** | `hp.uniform` | `FloatDistribution` | `tune.uniform` |
| **Quantized Uniform** | `hp.quniform` | `DiscreteUniformDistribution`(deprecated) Use FloatDistribution instead. | `tune.quniform` |
| **Log Uniform** | `hp.loguniform` | `LogUniformDistribution`(deprecated) Use FloatDistribution instead. | `tune.loguniform` |
| **Quantized Uniform** | `hp.quniform` | `DiscreteUniformDistribution`(deprecated) Use `FloatDistribution` instead. | `tune.quniform` |
| **Log Uniform** | `hp.loguniform` | `LogUniformDistribution`(deprecated) Use `FloatDistribution` instead. | `tune.loguniform` |
| **Uniform Integer** | `hp.randint` | `IntDistribution` | `tune.randint` |
| **Categorical** | `hp.choice` | `CategoricalDistribution` | `tune.choice` |

| **Quantized Log Uniform** | `hp.qloguniform` | | `tune.qloguniform` |
| **Quantized Integer** | `hp.quniformint` | `IntUniformDistribution` | |
| **Log Integer** | | `IntLogUniformDistribution` | `tune.lograndint` |
| **Quantized Integer** | `hp.quniformint` | `IntUniformDistribution`(deprecated) Use `IntDistribution` instead. | |
| **Log Integer** | | `IntLogUniformDistribution`(deprecated) Use `IntDistribution` instead. | `tune.lograndint` |
| **Normal** | `hp.normal` | | `tune.randn` |
| **Quantized Normal** | `hp.qnormal` | | `tune.qrandn` |
| **Log Normal** | `hp.lognormal` | | |
| **Quantized Log Normal** | `hp.qlognormal` | | |


### Testing
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