Initial comit

app.py

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+import streamlit as st
+import wandb
+import pandas as pd
+
+# Initialize W&B API
+api = wandb.Api()
+
+# Replace with your W&B entity and project name
+entity = "urbaniak-bruno-safescanai"
+project = "pytorch-intro"
+
+# Fetch all runs from the project
+runs = api.runs(f"{entity}/{project}")
+
+# Select a specific run (or create a dropdown for the user to select)
+run = runs[0] # Example: selecting the first run
+
+# Fetch the run data as a pandas DataFrame
+run_df = run.history()
+
+# Streamlit UI
+st.title("W&B Data in Streamlit")
+st.write(f"Displaying data for run: {run.name}")
+st.dataframe(run_df)
+
+# Example: Plotting a graph from the data
+st.line_chart(run_df[['epoch', 'accuracy']]) # Replace with appropriate columns

requirements.txt

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+altair==5.3.0
+attrs==24.2.0
+blinker==1.8.2
+cachetools==5.4.0
+certifi==2024.7.4
+charset-normalizer==3.3.2
+click==8.1.7
+docker-pycreds==0.4.0
+gitdb==4.0.11
+GitPython==3.1.43
+idna==3.7
+Jinja2==3.1.4
+jsonschema==4.23.0
+jsonschema-specifications==2023.12.1
+markdown-it-py==3.0.0
+MarkupSafe==2.1.5
+mdurl==0.1.2
+numpy==2.0.1
+packaging==24.1
+pandas==2.2.2
+pillow==10.4.0
+platformdirs==4.2.2
+protobuf==5.27.3
+psutil==6.0.0
+pyarrow==17.0.0
+pydeck==0.9.1
+Pygments==2.18.0
+python-dateutil==2.9.0.post0
+pytz==2024.1
+PyYAML==6.0.2
+referencing==0.35.1
+requests==2.32.3
+rich==13.7.1
+rpds-py==0.20.0
+sentry-sdk==2.12.0
+setproctitle==1.3.3
+six==1.16.0
+smmap==5.0.1
+streamlit==1.37.1
+tenacity==8.5.0
+toml==0.10.2
+toolz==0.12.1
+tornado==6.4.1
+typing_extensions==4.12.2
+tzdata==2024.1
+urllib3==2.2.2
+wandb==0.17.6
+watchdog==4.0.1