diff --git a/math/py-openTSNE/Makefile b/math/py-openTSNE/Makefile
index 41346f1fe053..2710020b0206 100644
--- a/math/py-openTSNE/Makefile
+++ b/math/py-openTSNE/Makefile
@@ -1,8 +1,9 @@
 PORTNAME=	openTSNE
-DISTVERSION=	1.0.1
+DISTVERSION=	1.0.2
 CATEGORIES=	math python # statistics
 MASTER_SITES=	PYPI
 PKGNAMEPREFIX=	${PYTHON_PKGNAMEPREFIX}
+DISTNAME=	${PORTNAME:tl}-${PORTVERSION}
 
 MAINTAINER=	yuri@FreeBSD.org
 COMMENT=	Fast, parallel implementations of t-SNE
diff --git a/math/py-openTSNE/distinfo b/math/py-openTSNE/distinfo
index 8090553faf89..fd0b68b53825 100644
--- a/math/py-openTSNE/distinfo
+++ b/math/py-openTSNE/distinfo
@@ -1,3 +1,3 @@
-TIMESTAMP = 1704700371
-SHA256 (openTSNE-1.0.1.tar.gz) = 51f4dffaa3366ee4a480dd21d5f64eb0fa677248a0c99490aeb8bf311124368c
-SIZE (openTSNE-1.0.1.tar.gz) = 251095
+TIMESTAMP = 1731038051
+SHA256 (opentsne-1.0.2.tar.gz) = e2aecaa7a487100246f2d3fef9855d1bd6cc02a1c6da8fb2a54583f307aa4229
+SIZE (opentsne-1.0.2.tar.gz) = 251206
diff --git a/math/py-openTSNE/files/patch-openTSNE_dependencies_annoy_annoymodule.cc b/math/py-openTSNE/files/patch-openTSNE_dependencies_annoy_annoymodule.cc
index 09085295e4a5..35230c2c2370 100644
--- a/math/py-openTSNE/files/patch-openTSNE_dependencies_annoy_annoymodule.cc
+++ b/math/py-openTSNE/files/patch-openTSNE_dependencies_annoy_annoymodule.cc
@@ -1,6 +1,4 @@
-- see https://github.com/pavlin-policar/openTSNE/issues/165
-
---- openTSNE/dependencies/annoy/annoymodule.cc.orig	2021-03-13 20:45:35 UTC
+--- openTSNE/dependencies/annoy/annoymodule.cc.orig	2024-11-08 03:59:50 UTC
 +++ openTSNE/dependencies/annoy/annoymodule.cc
 @@ -177,7 +177,7 @@ py_an_init(py_annoy *self, PyObject *args, PyObject *k
    int f;
diff --git a/math/py-openTSNE/files/patch-pyproject.toml b/math/py-openTSNE/files/patch-pyproject.toml
deleted file mode 100644
index fb36163b013f..000000000000
--- a/math/py-openTSNE/files/patch-pyproject.toml
+++ /dev/null
@@ -1,7 +0,0 @@
---- pyproject.toml.orig	2023-02-22 15:31:53 UTC
-+++ pyproject.toml
-@@ -1,3 +1,3 @@
- [build-system]
--requires = ["setuptools", "wheel", "cython", "oldest-supported-numpy"]
-+requires = ["setuptools", "wheel", "cython", "numpy"]
- build-backend = "setuptools.build_meta"