Added Dark Theme, modified UI

.gitignore

@@ -0,0 +1,194 @@
+
+# Created by https://www.toptal.com/developers/gitignore/api/python,visualstudiocode,data
+# Edit at https://www.toptal.com/developers/gitignore?templates=python,visualstudiocode,data
+
+### Data ###
+*.csv
+*.dat
+*.efx
+*.gbr
+*.key
+*.pps
+*.ppt
+*.pptx
+*.sdf
+*.tax2010
+*.vcf
+*.xml
+
+### Python ###
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintainted in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+
+### VisualStudioCode ###
+.vscode/*
+!.vscode/settings.json
+!.vscode/tasks.json
+!.vscode/launch.json
+!.vscode/extensions.json
+!.vscode/*.code-snippets
+
+# Local History for Visual Studio Code
+.history/
+
+# Built Visual Studio Code Extensions
+*.vsix
+
+### VisualStudioCode Patch ###
+# Ignore all local history of files
+.history
+.ionide
+
+# Support for Project snippet scope
+
+# End of https://www.toptal.com/developers/gitignore/api/python,visualstudiocode,data

README.md

@@ -0,0 +1,2 @@
+# Aggression Detection App
+

app.py

@@ -7,6 +7,10 @@ if __name__ == "__main__":
     interface = gradio.Interface(
         get_predictions,
         inputs="text",
-        outputs="text",
+        outputs=["text", "text"],
+        title="Aggression and Misogyny Predictor",
+        theme="dark-huggingface",
+    )
+    interface.launch(
+        share=False,
     )
-    interface.launch(title="Aggression and Misogyny Predictor")

get_predictions.py

@@ -3,7 +3,7 @@ import utils
 import joblib
 
 
-def get_predictions(text: str) -> dict:
+def get_predictions(text: str) -> tuple:
     """
     Returns predictions of aggressions and misogyny as per the model
     """
@@ -17,10 +17,7 @@ def get_predictions(text: str) -> dict:
     pred_1 = model_1.predict(cleaned_data)[0]
     pred_2 = model_2.predict(cleaned_data)[0]
 
-    return {
-        "task_1_pred": utils.TASK_1_MAP[pred_1],
-        "task_2_pred": utils.TASK_2_MAP[pred_2],
-    }
+    return (utils.TASK_1_MAP[pred_1], utils.TASK_2_MAP[pred_2])
 
 
 if __name__ == "__main__":