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Runtime error
Runtime error
move results to main page
Browse files- MMS_Benchmark.py +64 -6
- pages/{2_Language_Statistics.py β 1_Language_Statistics.py} +0 -0
- pages/1_Results.py +0 -70
- pages/{3_Dataset_Statistics.py β 2_Dataset_Statistics.py} +0 -0
- pages/{4_Language_Typology.py β 3_Language_Typology.py} +0 -0
- pages/{5_Domain_Transfer.py β 4_Domain_Transfer.py} +0 -0
MMS_Benchmark.py
CHANGED
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@@ -1,12 +1,70 @@
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import streamlit as st
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import pandas as pd
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st.set_page_config(
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page_title="Hello",
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page_icon="π",
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st.
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st.write(
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)
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import streamlit as st
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import pandas as pd
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import plotly.express as px
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@st.cache_data
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def get_results(experiment: str):
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path = {
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"linear": "data/f1_linear.parquet",
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"bilstm": "data/f1_bilstm.parquet",
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"finetuning": "data/f1_finetuning.parquet",
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}[experiment]
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df = pd.read_parquet(path)
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df = (df * 100).astype(int)
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return df
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TITLE = "F1 Macro scores"
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st.set_page_config(page_title=TITLE, page_icon="π")
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st.markdown(f"# {TITLE}")
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st.write(
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"""TODO: Description"""
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)
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df_linear = get_results("linear")
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df_linear["Experiment"] = "Linear Head"
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df_bilstm = get_results("bilstm")
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df_bilstm["Experiment"] = "BiLSTM Head"
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df_finetuning = get_results("finetuning")
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df_finetuning["Experiment"] = "Fine-tuning"
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color_range_low = 40
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color_range_high = 75
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st.plotly_chart(
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px.imshow(
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df_linear,
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title="Linear Head",
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labels=dict(x="Language", y="Model", color="F1 Score"),
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color_continuous_scale="viridis",
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range_color=[color_range_low, color_range_high],
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text_auto=True,
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)
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)
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st.plotly_chart(
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px.imshow(
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df_bilstm,
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title="BiLSTM Head",
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labels=dict(x="Language", y="Model", color="F1 Score"),
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color_continuous_scale="viridis",
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range_color=[color_range_low, color_range_high],
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text_auto=True,
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)
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)
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st.plotly_chart(
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px.imshow(
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df_finetuning,
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title="Fine-tuning",
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labels=dict(x="Language", y="Model", color="F1 Score"),
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color_continuous_scale="viridis",
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range_color=[color_range_low, color_range_high],
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text_auto=True,
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)
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)
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pages/{2_Language_Statistics.py β 1_Language_Statistics.py}
RENAMED
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File without changes
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pages/1_Results.py
DELETED
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@@ -1,70 +0,0 @@
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-
import streamlit as st
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-
import pandas as pd
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-
import plotly.express as px
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-
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-
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@st.cache_data
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def get_results(experiment: str):
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path = {
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"linear": "data/f1_linear.parquet",
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"bilstm": "data/f1_bilstm.parquet",
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"finetuning": "data/f1_finetuning.parquet",
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}[experiment]
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df = pd.read_parquet(path)
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df = (df * 100).astype(int)
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return df
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TITLE = "F1 Macro scores"
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st.set_page_config(page_title=TITLE, page_icon="π")
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st.markdown(f"# {TITLE}")
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st.write(
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"""TODO: Description"""
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)
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df_linear = get_results("linear")
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df_linear["Experiment"] = "Linear Head"
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df_bilstm = get_results("bilstm")
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df_bilstm["Experiment"] = "BiLSTM Head"
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df_finetuning = get_results("finetuning")
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df_finetuning["Experiment"] = "Fine-tuning"
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color_range_low = 40
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color_range_high = 75
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st.plotly_chart(
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px.imshow(
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df_linear,
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title="Linear Head",
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labels=dict(x="Language", y="Model", color="F1 Score"),
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color_continuous_scale="viridis",
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range_color=[color_range_low, color_range_high],
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text_auto=True,
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)
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)
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st.plotly_chart(
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px.imshow(
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df_bilstm,
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title="BiLSTM Head",
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labels=dict(x="Language", y="Model", color="F1 Score"),
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color_continuous_scale="viridis",
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range_color=[color_range_low, color_range_high],
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text_auto=True,
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)
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)
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st.plotly_chart(
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px.imshow(
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df_finetuning,
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title="Fine-tuning",
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labels=dict(x="Language", y="Model", color="F1 Score"),
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color_continuous_scale="viridis",
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range_color=[color_range_low, color_range_high],
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text_auto=True,
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)
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-
)
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pages/{3_Dataset_Statistics.py β 2_Dataset_Statistics.py}
RENAMED
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File without changes
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pages/{4_Language_Typology.py β 3_Language_Typology.py}
RENAMED
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File without changes
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pages/{5_Domain_Transfer.py β 4_Domain_Transfer.py}
RENAMED
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File without changes
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