Bump lightgbm from 4.4.0 to 4.6.0 (#1252)

* Bump lightgbm from 4.4.0 to 4.6.0

Bumps [lightgbm](https://github.com/microsoft/LightGBM) from 4.4.0 to 4.6.0.
- [Release notes](https://github.com/microsoft/LightGBM/releases)
- [Commits](lightgbm-org/LightGBM@v4.4.0...v4.6.0)

---
updated-dependencies:
- dependency-name: lightgbm
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>

* bump dependencies

* test

* test

* test

* test

* test

* test

* test

* fix

* test

* test

* test

* test

* test

* test

* test

* del setuptools from pyproject.toml

* poetry lock

---------

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Max Stepanov <stpmax@yandex.ru>

Author: dependabot[bot]

.github/workflows/lightwood.yml

@@ -24,7 +24,9 @@ jobs:
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
-          python -m pip install setuptools poetry
+          python -m pip install poetry
+          python -m pip install setuptools==57.5.0
+          python -m pip install pydateinfer==0.3.0
           poetry install -E dev -E image
       - name: Install dependencies OSX
         run: |

poetry.lock

@@ -21,7 +21,8 @@ pandas = ">=2.0.0, <2.1.0"
 torch = ">=2.4.1"
 requests = ">=2.0.0"
 transformers = ">=4.48.0"
-optuna = ">=3.1.0,<4.0.0"
+optuna = ">=3.6.2,<4.0.0"
+optuna-integration = ">=3.6.0,<4.0.0"
 scipy = ">=1.5.4"
 psutil = ">=5.7.0"
 scikit-learn = "==1.5.2"
@@ -40,7 +41,7 @@ tab-transformer-pytorch = ">= 0.2.1"
 autopep8 = {version = ">=1.5.7", optional = true}
 flake8 = {version = ">=6.0.0", optional = true}
 librosa = {version = "==0.8.1", optional = true}
-lightgbm = {version = ">=4.3.0,<=4.4.0", optional = true}
+lightgbm = {version = ">=4.6.0,<4.7.0", optional = true}
 pystan = {version = "==2.19.1.1", optional = true}
 prophet = {version = "==1.1", optional = true}
 neuralforecast = {version = ">=1.6.4,<1.7.0", optional = true}