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Improved on default values #106

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merged 1 commit into from
May 2, 2024
Merged

Improved on default values #106

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21 changes: 14 additions & 7 deletions app/streamlit_app.py
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Original file line number Diff line number Diff line change
Expand Up @@ -373,18 +373,24 @@ def settings_section():
clustering = None
lens_type = st.selectbox(
'🔎 Lens',
options=[V_LENS_IDENTITY, V_LENS_PCA])
options=[V_LENS_IDENTITY, V_LENS_PCA],
index=1)
if lens_type == V_LENS_IDENTITY:
lens = X
elif lens_type == V_LENS_PCA:
pca_n = st.number_input(
'PCA Components',
value=1,
value=2,
min_value=1)
lens = PCA(n_components=pca_n).fit_transform(X)
_, n_feats = X.shape
if pca_n > n_feats:
lens = X
else:
lens = PCA(n_components=pca_n).fit_transform(X)
cover_type = st.selectbox(
'🌐 Cover',
options=[V_COVER_TRIVIAL, V_COVER_BALL, V_COVER_CUBICAL])
options=[V_COVER_TRIVIAL, V_COVER_BALL, V_COVER_CUBICAL],
index=2)
if cover_type == V_COVER_TRIVIAL:
cover = TrivialCover()
elif cover_type == V_COVER_BALL:
Expand All @@ -400,17 +406,18 @@ def settings_section():
elif cover_type == V_COVER_CUBICAL:
cubical_n = st.number_input(
'Intervals',
value=2,
value=10,
min_value=0)
cubical_p = st.number_input(
'Overlap Fraction',
value=0.10,
value=0.25,
min_value=0.0,
max_value=1.0)
cover = CubicalCover(n_intervals=cubical_n, overlap_frac=cubical_p)
clustering_type = st.selectbox(
'🧮 Clustering',
options=[V_CLUSTERING_TRIVIAL, V_CLUSTERING_AGGLOMERATIVE])
options=[V_CLUSTERING_TRIVIAL, V_CLUSTERING_AGGLOMERATIVE],
index=1)
if clustering_type == V_CLUSTERING_TRIVIAL:
clustering = TrivialClustering()
elif clustering_type == V_CLUSTERING_AGGLOMERATIVE:
Expand Down