From b99406671eefc6b02e3e4382df4d9678ad08f4e8 Mon Sep 17 00:00:00 2001
From: Michael Pilosov <consistentbayes@gmail.com>
Date: Tue, 21 Apr 2026 20:16:58 -0600
Subject: [PATCH] simplify comment in UI re: locked 2D

---
 app/web/main.py | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/app/web/main.py b/app/web/main.py
index 7b82b5e..db6bec7 100644
--- a/app/web/main.py
+++ b/app/web/main.py
@@ -188,7 +188,7 @@ REDUCERS: Dict[str, Dict[str, Any]] = {
         "label": "PCA",
         "blurb": "Principal component analysis. Linear, fast, deterministic.",
         "key": [
-            ("n_components", "int", 2, None, "Locked to 2 — flow asserts 2D output."),
+            ("n_components", "int", 2, None, "Locked."),
         ],
         "advanced": [
             ("svd_solver", "str", "auto", ["auto", "full", "arpack", "randomized"], None),
@@ -201,7 +201,7 @@ REDUCERS: Dict[str, Dict[str, Any]] = {
         "label": "FactorAnalysis",
         "blurb": "Gaussian latent-factor model with per-feature noise.",
         "key": [
-            ("n_components", "int", 2, None, "Locked to 2 — flow asserts 2D output."),
+            ("n_components", "int", 2, None, "Locked."),
             ("random_state", "int", 42, None, None),
         ],
         "advanced": [
@@ -215,7 +215,7 @@ REDUCERS: Dict[str, Dict[str, Any]] = {
         "label": "t-SNE",
         "blurb": "Stochastic neighbour embedding. Local structure preserved.",
         "key": [
-            ("n_components", "int", 2, None, "Locked to 2 — flow asserts 2D output."),
+            ("n_components", "int", 2, None, "Locked."),
             ("perplexity", "float", 30.0, None, None),
             ("random_state", "int", 42, None, None),
         ],
@@ -232,7 +232,7 @@ REDUCERS: Dict[str, Dict[str, Any]] = {
         "label": "UMAP",
         "blurb": "Uniform manifold approximation. Preserves local + some global structure.",
         "key": [
-            ("n_components", "int", 2, None, "Locked to 2 — flow asserts 2D output."),
+            ("n_components", "int", 2, None, "Locked."),
             ("n_neighbors", "int", 15, None, None),
             ("min_dist", "float", 0.1, None, None),
             ("random_state", "int", 42, None, None),
@@ -249,7 +249,7 @@ REDUCERS: Dict[str, Dict[str, Any]] = {
         "label": "PaCMAP",
         "blurb": "Pairwise-controlled manifold approximation. Balanced local/global.",
         "key": [
-            ("n_components", "int", 2, None, "Locked to 2 — flow asserts 2D output."),
+            ("n_components", "int", 2, None, "Locked."),
             ("n_neighbors", "int", 10, None, None),
             ("MN_ratio", "float", 0.5, None, None),
             ("FP_ratio", "float", 2.0, None, None),
@@ -266,7 +266,7 @@ REDUCERS: Dict[str, Dict[str, Any]] = {
         "label": "TriMap",
         "blurb": "Triplet-based dimensionality reduction. Emphasises global structure.",
         "key": [
-            ("n_dims", "int", 2, None, "Locked to 2 — flow asserts 2D output."),
+            ("n_dims", "int", 2, None, "Locked."),
             ("n_inliers", "int", 10, None, None),
             ("n_outliers", "int", 5, None, None),
             ("n_random", "int", 5, None, None),