From 68f5159e308deeea3da8ee060d8b1af7941ccf16 Mon Sep 17 00:00:00 2001
From: Fabian Affolter <mail@fabian-affolter.ch>
Date: Thu, 26 May 2022 08:26:47 +0200
Subject: [PATCH] python39Packages.numpyro: init at 0.9.2

---
 .../python-modules/numpyro/default.nix        | 62 +++++++++++++++++++
 pkgs/top-level/python-packages.nix            |  2 +
 2 files changed, 64 insertions(+)
 create mode 100644 pkgs/development/python-modules/numpyro/default.nix

diff --git a/pkgs/development/python-modules/numpyro/default.nix b/pkgs/development/python-modules/numpyro/default.nix
new file mode 100644
index 000000000000..addaac34fd8c
--- /dev/null
+++ b/pkgs/development/python-modules/numpyro/default.nix
@@ -0,0 +1,62 @@
+{ lib
+, buildPythonPackage
+, fetchPypi
+, jax
+, jaxlib
+, multipledispatch
+, numpy
+, pytestCheckHook
+, pythonOlder
+, tqdm
+}:
+
+buildPythonPackage rec {
+  pname = "numpyro";
+  version = "0.9.2";
+  format = "setuptools";
+
+  disabled = pythonOlder "3.7";
+
+  src = fetchPypi {
+    inherit version pname;
+    hash = "sha256-TbzyIt17/z56juc8kH1L8rTkvSgcsT5ah6xmvWTo6tM=";
+  };
+
+  propagatedBuildInputs = [
+    jax
+    jaxlib
+    numpy
+    multipledispatch
+    tqdm
+  ];
+
+  checkInputs = [
+    pytestCheckHook
+  ];
+
+  pythonImportsCheck = [
+    "numpyro"
+  ];
+
+  disabledTests = [
+    # AssertionError due to tolerance issues
+    "test_beta_binomial_log_prob"
+    "test_collapse_beta"
+    "test_cpu"
+    "test_gamma_poisson"
+    "test_gof"
+    "test_hpdi"
+    "test_kl_univariate"
+    "test_mean_var"
+    # Tests want to download data 
+    "data_load"
+    "test_jsb_chorales"
+  ];
+
+  meta = with lib; {
+    description = "Library for probabilistic programming with NumPy";
+    homepage = "https://num.pyro.ai/";
+    license = licenses.asl20;
+    maintainers = with maintainers; [ fab ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 5fe7dd4796dc..e92d4f58fc81 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -5847,6 +5847,8 @@ in {
 
   numpy-stl = callPackage ../development/python-modules/numpy-stl { };
 
+  numpyro = callPackage ../development/python-modules/numpyro { };
+
   nunavut = callPackage ../development/python-modules/nunavut { };
 
   nutils = callPackage ../development/python-modules/nutils { };