Update all remaining references from mambular to deeptabular

ChrisW09 · ChrisW09 · commit 9a36018eddec · 2025-11-11T22:06:48.000+01:00
- Update docs: installation.md, conf.py, release.md, API docs
- Update examples: classification, regression, distributional
- Update tests: test_base.py module paths
- Update GitHub: workflows and issue templates
- Update all import statements and module references
diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md
@@ -22,7 +22,7 @@ If applicable, add screenshots to help explain your problem.
 **Desktop (please complete the following information):**
  - OS: [e.g. Ubuntu]
  - Python version [e.g. 3.8]
- - Mambular Version [e.g. 0.1.2]
+ - DeepTabular Version [e.g. 1.6.0]
 
 **Additional context**
 Add any other context about the problem here.
diff --git a/.github/workflows/pr-tests.yml b/.github/workflows/pr-tests.yml
@@ -34,7 +34,7 @@ jobs:
       - name: Install Package Locally
         run: |
           poetry build
-          pip install dist/*.whl  # Install the built package to fix "No module named 'mambular'"
+          pip install dist/*.whl  # Install the built package to fix "No module named 'deeptabular'"
 
       - name: Run Unit Tests
         env:
diff --git a/docs/api/base_models/BaseModels.rst b/docs/api/base_models/BaseModels.rst
@@ -1,35 +1,35 @@
-mambular.base_models
-====================
+deeptabular.base_models
+=======================
 
-.. autoclass:: mambular.base_models.BaseModel
+.. autoclass:: deeptabular.base_models.BaseModel
     :members:
     :no-inherited-members:
 
-.. autoclass:: mambular.base_models.TaskModel
+.. autoclass:: deeptabular.base_models.TaskModel
     :members:
     :no-inherited-members:
 
-.. autoclass:: mambular.base_models.Mambular
+.. autoclass:: deeptabular.base_models.Mambular
     :members:
     :no-inherited-members:
 
-.. autoclass:: mambular.base_models.MLP
+.. autoclass:: deeptabular.base_models.MLP
     :members:
     :no-inherited-members:
 
-.. autoclass:: mambular.base_models.ResNet
+.. autoclass:: deeptabular.base_models.ResNet
     :members:
     :no-inherited-members:
 
-.. autoclass:: mambular.base_models.FTTransformer
+.. autoclass:: deeptabular.base_models.FTTransformer
     :members:
     :no-inherited-members:
 
-.. autoclass:: mambular.base_models.TabTransformer
+.. autoclass:: deeptabular.base_models.TabTransformer
     :members:
     :no-inherited-members:
 
-.. autoclass:: mambular.base_models.TabulaRNN
+.. autoclass:: deeptabular.base_models.TabulaRNN
     :members:
     :no-inherited-members:
 
diff --git a/docs/api/configs/index.rst b/docs/api/configs/index.rst
@@ -1,11 +1,11 @@
 .. -*- mode: rst -*-
 
-.. currentmodule:: mambular.configs
+.. currentmodule:: deeptabular.configs
 
 Configurations
 ==============
 
-This module provides default configurations for Mambular models. Each configuration is implemented as a dataclass, offering a structured way to define model-specific hyperparameters.
+This module provides default configurations for DeepTabular models. Each configuration is implemented as a dataclass, offering a structured way to define model-specific hyperparameters.
 
 Mambular
 --------
diff --git a/docs/api/data_utils/Datautils.rst b/docs/api/data_utils/Datautils.rst
@@ -1,8 +1,8 @@
-mambular.data_utils
-===================
+deeptabular.data_utils
+======================
 
-.. autoclass:: mambular.data_utils.MambularDataset
+.. autoclass:: deeptabular.data_utils.MambularDataset
     :members:
 
-.. autoclass:: mambular.data_utils.MambularDataModule
+.. autoclass:: deeptabular.data_utils.MambularDataModule
     :members:
diff --git a/docs/api/data_utils/index.rst b/docs/api/data_utils/index.rst
@@ -1,6 +1,6 @@
 .. -*- mode: rst -*-
 
-.. currentmodule:: mambular.data_utils
+.. currentmodule:: deeptabular.data_utils
 
 Data Utils
 ==========
diff --git a/docs/conf.py b/docs/conf.py
@@ -11,13 +11,13 @@
 
 sys.path.insert(0, os.path.abspath("."))
 sys.path.insert(0, os.path.abspath("../"))
-sys.path.insert(1, os.path.dirname(os.path.abspath("../")) + os.sep + "mambular")
+sys.path.insert(1, os.path.dirname(os.path.abspath("../")) + os.sep + "deeptabular")
 
-project = "mambular"
+project = "deeptabular"
 project_copyright = "2024, BASF SE"
 author = "Anton Frederik Thielmann, Manish Kumar, Christoph Weisser, Benjamin Saefken, Soheila Samiee"
 
-VERSION_PATH = "../mambular/__version__.py"
+VERSION_PATH = "../deeptabular/__version__.py"
 with open(VERSION_PATH) as f:
     lines = f.readlines()
     for line in lines:
diff --git a/docs/examples/classification.md b/docs/examples/classification.md
@@ -1,12 +1,12 @@
 # Classification
 
-This example demonstrates how use Classification module from the `mambular` package.
+This example demonstrates how use Classification module from the `deeptabular` package.
 
 ```python
 import numpy as np
 import pandas as pd
 from sklearn.model_selection import train_test_split
-from mambular.models import MambularClassifier
+from deeptabular.models import MambularClassifier
 # Set random seed for reproducibility
 np.random.seed(0)
 ```
diff --git a/docs/examples/distributional.rst b/docs/examples/distributional.rst
@@ -3,7 +3,7 @@
 Distributional
 ==============
 
-This example demonstrates how use Distributional from the `mambular` package.
+This example demonstrates how use Distributional from the `deeptabular` package.
 
 
 .. literalinclude:: ../../examples/example_distributional.py
diff --git a/docs/examples/regression.rst b/docs/examples/regression.rst
@@ -3,7 +3,7 @@
 Regression
 ==========
 
-This example demonstrates how use Regression module from the `mambular` package.
+This example demonstrates how use Regression module from the `deeptabular` package.
 
 
 .. literalinclude:: ../../examples/example_regression.py
diff --git a/docs/installation.md b/docs/installation.md
@@ -1,22 +1,22 @@
 ## Installation
 
-Please follow the steps below for installing `mambular`.
+Please follow the steps below for installing `deeptabular`.
 
 ### Install from the source:
 
 ```bash
-cd mamba-tabular
+cd DeepTabular
 
 poetry install
 ```
 
-Note: Make sure you in the same directory where `setup.py` file resides.
+Note: Make sure you in the same directory where `pyproject.toml` file resides.
 
 ### Installation from PyPi:
 The package is available on PyPi. You can install it using the following command:
 
 ```bash
-pip install -U mambular
+pip install -U deeptabular
 ```
 
-PyPi link: [mambular](https://pypi.org/project/mambular/)
+PyPi link: [deeptabular](https://pypi.org/project/deeptabular/)
diff --git a/docs/release.md b/docs/release.md
@@ -1,19 +1,19 @@
 # Build and release
 
-The document outlines the steps to build and release the `mambular` package. At this point, it is assumed that the development and testing of the package have been completed successfully.
+The document outlines the steps to build and release the `deeptabular` package. At this point, it is assumed that the development and testing of the package have been completed successfully.
 
 ## 1. Test documentation
 It is expected from the contributor to update the documentation as an when required along side the change in source code. Please use the below process to test the documentation:
 
 ```sh
-cd mambular/docs/
+cd DeepTabular/docs/
 
 make doctest
 ```
 Fix any docstring related issue, then proceed with next steps.
 
 ## 2. Version update
-The package version is mantained in `mambular/__version__.py` and `pyproject.toml` file. Increment the version according to the changes such as patch, minor, major or all.
+The package version is mantained in `deeptabular/__version__.py` and `pyproject.toml` file. Increment the version according to the changes such as patch, minor, major or all.
 
 - The version number should be in the format `major.minor.patch`. For example, `1.0.1`.
 
@@ -24,7 +24,7 @@ The package version is mantained in `mambular/__version__.py` and `pyproject.tom
 
 - Create a pull request from your `feature` branch to the `develop` branch.
 - Once the pull request is approved and merged to develop. The maintainer will test the package and documentation. If everything is fine, the maintainer will proceed further to merge the changed to `master` and `release` branch.
-- Ideally content of `master` and `release` branch should be same. The `release` branch is used to publish the package to PyPi while `master` branch is used to publish the documentation to readthedocs and can be accesseed at [mambular.readthedocs.io](https://mambular.readthedocs.io/en/latest/).
+- Ideally content of `master` and `release` branch should be same. The `release` branch is used to publish the package to PyPi while `master` branch is used to publish the documentation to readthedocs and can be accesseed at [deeptabular.readthedocs.io](https://deeptabular.readthedocs.io/en/latest/).
 
 
 ## 4. Publish package to PyPi
diff --git a/examples/example_classification.py b/examples/example_classification.py
@@ -2,7 +2,7 @@
 import pandas as pd
 from sklearn.model_selection import train_test_split
 
-from mambular.models import MambularClassifier
+from deeptabular.models import MambularClassifier
 
 # Set random seed for reproducibility
 np.random.seed(0)
diff --git a/examples/example_distributional.py b/examples/example_distributional.py
@@ -3,7 +3,7 @@
 import pandas as pd
 from sklearn.model_selection import train_test_split
 
-from mambular.models import MambularLSS
+from deeptabular.models import MambularLSS
 
 # Set random seed for reproducibility
 np.random.seed(0)
diff --git a/examples/example_regression.py b/examples/example_regression.py
@@ -3,7 +3,7 @@
 import pandas as pd
 from sklearn.model_selection import train_test_split
 
-from mambular.models import MambularRegressor
+from deeptabular.models import MambularRegressor
 
 # Set random seed for reproducibility
 np.random.seed(0)
diff --git a/tests/test_base.py b/tests/test_base.py
@@ -3,16 +3,16 @@
 import torch
 import os
 import importlib
-from mambular.base_models.utils import BaseModel
+from deeptabular.base_models.utils import BaseModel
 
 # Paths for models and configs
-MODEL_MODULE_PATH = "mambular.base_models"
-CONFIG_MODULE_PATH = "mambular.configs"
+MODEL_MODULE_PATH = "deeptabular.base_models"
+CONFIG_MODULE_PATH = "deeptabular.configs"
 EXCLUDED_CLASSES = {"TabR"}
 
 # Discover all models
 model_classes = []
-for filename in os.listdir(os.path.dirname(__file__) + "/../mambular/base_models"):
+for filename in os.listdir(os.path.dirname(__file__) + "/../deeptabular/base_models"):
     if filename.endswith(".py") and filename not in [
         "__init__.py",
         "basemodel.py",
