From: Nate E TeBlunthuis <nathante@n2347.hyak.local>
Date: Thu, 12 Nov 2020 00:55:39 +0000 (-0800)
Subject: increase iterations and perplectity and early_exaggeration
X-Git-Url: https://code.communitydata.science/cdsc_reddit.git/commitdiff_plain/cd43a94865a0889dc0be91aef4d9179848e273e4?ds=inline;hp=ca6a8f089641aa8260d7cec55b955edde7195b2e

increase iterations and perplectity and early_exaggeration
---

diff --git a/fit_tsne.py b/fit_tsne.py
index dd9fb93..06e949a 100644
--- a/fit_tsne.py
+++ b/fit_tsne.py
@@ -24,7 +24,7 @@ mat = np.stack(mat)
 mat = mat + np.tril(mat.transpose(),k=-1)
 dist = 2*np.arccos(mat)/np.pi
 
-tsne_model = TSNE(2,learning_rate=200,perplexity=40,n_iter=5000,metric='precomputed')
+tsne_model = TSNE(2,learning_rate=500,perplexity=50,n_iter=10000,metric='precomputed',early_exaggeration=20,n_jobs=-1)
 
 tsne_fit_model = tsne_model.fit(dist)
 
diff --git a/tsne_subreddit_fit.feather b/tsne_subreddit_fit.feather
deleted file mode 120000
index 449155d..0000000
--- a/tsne_subreddit_fit.feather
+++ /dev/null
@@ -1 +0,0 @@
-.git/annex/objects/31/xz/SHA256E-s60874--1962019cb0736d0a3174876c245880dac69aa2cc7e739b63d003e002c0b28218/SHA256E-s60874--1962019cb0736d0a3174876c245880dac69aa2cc7e739b63d003e002c0b28218
\ No newline at end of file
diff --git a/tsne_subreddit_fit.feather b/tsne_subreddit_fit.feather
new file mode 100644
index 0000000..e34e971
--- /dev/null
+++ b/tsne_subreddit_fit.feather
@@ -0,0 +1 @@
+/annex/objects/SHA256E-s60874--4229a568aa0abe9b0ac6be4c5c7c0231ca49cbbde9bc748347013bb8b2535dd9