From 76a34066bae8df33c5ec10e0c211d6df766adc57 Mon Sep 17 00:00:00 2001
From: LTLA <infinite.monkeys.with.keyboards@gmail.com>
Date: Tue, 15 Oct 2024 08:50:26 -0700
Subject: [PATCH] Don't throw an error if the required number of neighbors is
 too high.

This is none of our business - if the user requests a certain perplexity
for a dataset, then we'll respect it and proceed with compute.
---
 include/qdtsne/initialize.hpp | 7 +------
 1 file changed, 1 insertion(+), 6 deletions(-)

diff --git a/include/qdtsne/initialize.hpp b/include/qdtsne/initialize.hpp
index 9b7012e..f06acf7 100644
--- a/include/qdtsne/initialize.hpp
+++ b/include/qdtsne/initialize.hpp
@@ -108,12 +108,7 @@ Status<num_dim_, Index_, Float_> initialize(NeighborList<Index_, Float_> neighbo
  */
 template<int num_dim_, typename Dim_, typename Index_, typename Float_>
 Status<num_dim_, Index_, Float_> initialize(const knncolle::Prebuilt<Dim_, Index_, Float_>& prebuilt, const Options& options) { 
-    const Index_ K = perplexity_to_k(options.perplexity);
-    Index_ N = prebuilt.num_observations();
-    if (K >= N) {
-        throw std::runtime_error("number of observations should be greater than 3 * perplexity");
-    }
-
+    const int K = perplexity_to_k(options.perplexity); 
     auto neighbors = find_nearest_neighbors(prebuilt, K, options.num_threads);
     return internal::initialize<num_dim_>(std::move(neighbors), options.perplexity, options);
 }