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.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+data_2.xlsx filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -0,0 +1,162 @@
+# 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
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/latest/usage/project/#working-with-version-control
+.pdm.toml
+.pdm-python
+.pdm-build/
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__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 maintained 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/

HF_login.txt

@@ -0,0 +1 @@
+Ev0f@ct0r

README.md

@@ -1,12 +1 @@
----
-title: App
-emoji: 📊
-colorFrom: red
-colorTo: blue
-sdk: gradio
-sdk_version: 5.23.1
-app_file: app.py
-pinned: false
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# otimiza

__init__.py.txt

@@ -0,0 +1,5 @@
+import gradio as gr
+import numpy as np
+from sklearn.linear_model import LinearRegression
+from sklearn.metrics import r2_score
+from itertools import product

app.py

@@ -0,0 +1,96 @@
+import gradio as gr
+from modules.dados import dados_tab
+from modules.planilha import planilha_tab  # Importe apenas planilha_tab, save_new_df é usado internamente no módulo
+from modules.otimiza import otimiza_tab
+from modules.rl import rl_tab
+from modules.ml import ml_tab
+from modules.evo import evo_tab
+
+# Cria o app principal
+theme = gr.themes.Citrus(
+    primary_hue="gray",
+)
+
+# .css para estilizar a interface + JavaScript para ajustar o scroll
+with gr.Blocks(theme=theme, css="""
+    @import url('https://fonts.googleapis.com/css2?family=Quicksand:wght@400;700&display=swap');
+
+    .small-file-upload { 
+        height: 65px; 
+        text-align: center;
+        color: black; /* Cor das letras */
+        border: 2px solid black !important; /* Borda sólida e larga, !important para sobrepor estilos conflitantes */
+        box-sizing: border-box; /* Garante que a borda não afete o tamanho total */
+    }
+    .small-file-upload span { 
+        display: none;  /* Oculta o texto interno */
+    }
+    .small-file-upload input[type="file"] {
+        color: black; /* Garante que o texto interno fique preto */
+    }
+    .small-file-upload label {
+        color: black; /* Garante que o texto do rótulo fique preto */
+    }
+    .small span {
+        font-size: 1.2em; /* Reduz o tamanho da fonte nos DataFrames */
+        white-space: nowrap; /* Impede quebra de linha no cabeçalho */
+        width: auto; /* Permite que a largura da coluna cresça conforme o conteúdo */
+        display: inline-block; /* Garante que o ajuste de largura funcione corretamente */
+    }
+    .small span dados {
+        font-size: 0.8em; /* Reduz o tamanho da fonte nos DataFrames */
+        white-space: nowrap; /* Impede quebra de linha no cabeçalho */
+        width: auto; /* Permite que a largura da coluna cresça conforme o conteúdo */
+        display: inline-block; /* Garante que o ajuste de largura funcione corretamente */
+    }
+    
+    /* Estilo para o título com fonte Quicksand */
+    h1 {
+        text-align: center;
+        font-family: 'Quicksand', sans-serif; /* Aplica a fonte Quicksand */
+        font-weight: 700; /* Peso da fonte */
+        margin: 20px 0; /* Espaçamento ao redor do título */
+        color: black; /* Cor do texto */
+    }
+    /* Estilo customizado para ajustar a altura do mapa */
+    .map-container {
+        height: 600px !important;
+        margin: 0;
+        padding: 0;
+        <style>
+    }
+""") as app:
+    # Adiciona JavaScript para rolar para o topo após ordenar tabelas
+    gr.HTML("""
+    <script>
+        // Função para resetar o scroll ao topo da tabela
+        function resetScrollToTop() {
+            let tableContainer = document.querySelector(".dataframe-container");
+            if (tableContainer) {
+                tableContainer.scrollTop = 0; // Voltar ao topo
+            }
+        }
+
+        // Monitorar cliques nos cabeçalhos da tabela
+        document.addEventListener("click", function(e) {
+            if (e.target.closest(".dataframe-container th")) {
+                resetScrollToTop();
+            }
+        });
+    </script>
+    """)
+
+    with gr.Tabs():     
+        # Adiciona abas importadas
+        dados_ui, filtered_df_output = dados_tab()  ##### MODIFICAÇÃO #####
+        planilha_ui, new_df_output = planilha_tab(filtered_df_output)  ##### MODIFICAÇÃO ##### # Passa filtered_df_output para a aba Carregar Planilha
+        otimiza_ui = otimiza_tab(new_df_output)     # Passa new_df_output para a aba Otimizar Modelo
+        rl_ui = rl_tab()
+        ml_ui = ml_tab(new_df_output)              # Passa new_df_output para a aba Machine Learning
+        evo_ui = evo_tab()
+
+# Executa o app
+if __name__ == "__main__":
+    app.launch(share=True)
+
+

data_2.xlsx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f18c793a0c089c16ecaf04f8d07c222c2c638f10d4a91bd3bec354f865a0b8fe
+size 1391453