From 03738c5d1d4be7c26e8dfae9c0017db0dd916fae Mon Sep 17 00:00:00 2001
From: Almas <mkhan@cs.qau.edu.pk>
Date: Tue, 28 Jan 2025 09:49:28 +0500
Subject: [PATCH 1/3] Update data.json Added PyMC to Python category in Awesome
 for Beginners

- Added PyMC, a Python library for Bayesian statistical modeling and probabilistic machine learning.
- The repository is actively maintained and includes 'good first issue' labels for beginners.
- It provides a supportive community and clear contribution guidelines, making it an excellent addition for new contributors.
---
 data.json | 11 +++++++++++
 1 file changed, 11 insertions(+)

diff --git a/data.json b/data.json
index 4e473087..c6969f35 100644
--- a/data.json
+++ b/data.json
@@ -1,4 +1,7 @@
 {
+
+
+	
     "sponsors": [
         {
             "name": "Michał Gołkowski",
@@ -1289,6 +1292,14 @@
             ],
             "description": "The free and open-source wiki software package that powers Wikipedia."
         },
+	    {
+  "name": "PyMC",
+  "desc": "A Python library for Bayesian statistical modeling and probabilistic machine learning. Beginner-friendly with 'good first issue' labels.",
+  "url": "https://github.com/pymc-devs/pymc",
+  "tags": ["python", "bayesian", "statistics", "machine-learning"],
+  "beginner-friendly-label": "good first issue"
+}
+
         {
             "name": "CiviWiki",
             "link": "https://github.com/CiviWiki/OpenCiviWiki",

From 421ee5d49ad63f683b60b63d9ad604c433ad58f7 Mon Sep 17 00:00:00 2001
From: Almas <mkhan@cs.qau.edu.pk>
Date: Wed, 29 Jan 2025 08:50:24 +0500
Subject: [PATCH 2/3] Update data.json: Fixed PyMC entry format in data.json as
 per guidelines
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Removed unnecessary blank lines.
- Updated PyMC entry to match the required JSON structure.
- Changed field names:
  - "desc" → "description"
  - "url" → "link"
  - "tags" → "technologies"
  - "beginner-friendly-label" → "label"
- Ensured proper formatting and alignment.
---
 data.json | 17 ++++++++++-------
 1 file changed, 10 insertions(+), 7 deletions(-)

diff --git a/data.json b/data.json
index c6969f35..f61afbe7 100644
--- a/data.json
+++ b/data.json
@@ -1292,14 +1292,17 @@
             ],
             "description": "The free and open-source wiki software package that powers Wikipedia."
         },
-	    {
-  "name": "PyMC",
-  "desc": "A Python library for Bayesian statistical modeling and probabilistic machine learning. Beginner-friendly with 'good first issue' labels.",
-  "url": "https://github.com/pymc-devs/pymc",
-  "tags": ["python", "bayesian", "statistics", "machine-learning"],
-  "beginner-friendly-label": "good first issue"
-}
 
+  {
+    "name": "PyMC",
+    "link": "https://github.com/pymc-devs/pymc",
+    "label": "beginner friendly",
+    "technologies": [
+        "Python"
+    ],
+    "description": "A Python library for Bayesian statistical modeling and probabilistic machine learning. Beginner-friendly with 'good first issue' labels."
+    },
+   
         {
             "name": "CiviWiki",
             "link": "https://github.com/CiviWiki/OpenCiviWiki",

From 0a42695d3ab5ae9c601b83c2c3f66788a975004f Mon Sep 17 00:00:00 2001
From: Sammy Hori <git@sammyhori.com>
Date: Sat, 1 Feb 2025 22:22:00 +0000
Subject: [PATCH 3/3] Minor formatting

---
 data.json | 23 +++++++++--------------
 1 file changed, 9 insertions(+), 14 deletions(-)

diff --git a/data.json b/data.json
index f61afbe7..b124521e 100644
--- a/data.json
+++ b/data.json
@@ -1,7 +1,4 @@
 {
-
-
-	
     "sponsors": [
         {
             "name": "Michał Gołkowski",
@@ -1292,17 +1289,15 @@
             ],
             "description": "The free and open-source wiki software package that powers Wikipedia."
         },
-
-  {
-    "name": "PyMC",
-    "link": "https://github.com/pymc-devs/pymc",
-    "label": "beginner friendly",
-    "technologies": [
-        "Python"
-    ],
-    "description": "A Python library for Bayesian statistical modeling and probabilistic machine learning. Beginner-friendly with 'good first issue' labels."
-    },
-   
+        {
+            "name": "PyMC",
+            "link": "https://github.com/pymc-devs/pymc",
+            "label": "beginner friendly",
+            "technologies": [
+                "Python"
+            ],
+            "description": "A Python library for Bayesian statistical modeling and probabilistic machine learning. Beginner-friendly with 'good first issue' labels."
+        },
         {
             "name": "CiviWiki",
             "link": "https://github.com/CiviWiki/OpenCiviWiki",