fix: Machine Learning to ML Framework as paper

assessment-queue/pytorch_pytorch_eval_request_FINISHED_v2.1.0.json

@@ -3,8 +3,8 @@
   "version": "v2.1.0",
   "repository_url": "https://github.com/pytorch/pytorch",
   "language": "Python",
-  "framework": "Machine Learning",
-  "library_type": "machine learning",
+  "framework": "ML Framework",
+  "library_type": "ML Framework",
   "license": "BSD-3",
   "stars": 72300,
   "status": "FINISHED",

assessment-queue/pytorch_pytorch_eval_request_timestamp_def456.json

@@ -3,8 +3,8 @@
   "version": "v2.1.0",
   "repository_url": "https://github.com/pytorch/pytorch",
   "language": "Python",
-  "framework": "Machine Learning",
-  "library_type": "machine learning",
+  "framework": "ML Framework",
+  "library_type": "ML Framework",
   "license": "BSD-3",
   "stars": 72300,
   "status": "FINISHED",

assessment-results/huggingface_candle.json

@@ -3,7 +3,7 @@
     "library_name": "huggingface/candle",
     "version": "v0.9.0",
     "language": "Rust",
-    "framework": "Machine Learning",
+    "framework": "ML Framework",
     "completed_time": "2024-06-22T12:00:00Z",
     "last_updated": "2024-06-22T12:00:00Z",
     "active_maintenance": true,

assessment-results/jax.json

@@ -3,7 +3,7 @@
     "library_name": "jax-ml/jax",
     "version": "v0.4.23",
     "language": "Python",
-    "framework": "Machine Learning",
+    "framework": "ML Framework",
     "completed_time": "2024-06-24T12:00:00Z",
     "last_updated": "2024-06-24T12:00:00Z",
     "active_maintenance": true,

assessment-results/onnx.json

@@ -3,7 +3,7 @@
     "library_name": "onnx/onnx",
     "version": "v1.18.0",
     "language": "C++/Python",
-    "framework": "Machine Learning",
+    "framework": "ML Framework",
     "completed_time": "2024-06-22T11:00:00Z",
     "last_updated": "2024-06-22T11:00:00Z",
     "active_maintenance": true,

assessment-results/pytorch.json

@@ -3,7 +3,7 @@
     "library_name": "pytorch/pytorch",
     "version": "v2.7.1",
     "language": "C++/Python",
-    "framework": "Machine Learning",
+    "framework": "ML Framework",
     "completed_time": "2024-06-25T12:00:00Z",
     "last_updated": "2024-06-25T12:00:00Z",
     "active_maintenance": true,

assessment-results/tensorflow.json

@@ -3,7 +3,7 @@
     "library_name": "tensorflow/tensorflow",
     "version": "v2.19.0",
     "language": "C++/Python",
-    "framework": "Machine Learning",
+    "framework": "ML Framework",
     "completed_time": "2024-06-23T12:00:00Z",
     "last_updated": "2024-06-23T12:00:00Z",
     "active_maintenance": true,

assessment-results/tensorrt.json

@@ -3,7 +3,7 @@
     "library_name": "nvidia/TensorRT",
     "version": "v10.12.0",
     "language": "C++/Python",
-    "framework": "Machine Learning Inference",
+    "framework": "ML Framework Inference",
     "completed_time": "2024-06-21T12:00:00Z",
     "last_updated": "2024-06-21T12:00:00Z",
     "active_maintenance": true,

src/display/utils.py

@@ -81,7 +81,7 @@ class LibraryDetails:
 
 
 class LibraryType(Enum):
-    ML = LibraryDetails(name="Machine Learning", symbol="🟢")
+    ML = LibraryDetails(name="ML Framework", symbol="🟢")
     LLM = LibraryDetails(name="LLM Framework", symbol="🔶")
     AGENT = LibraryDetails(name="Agent Framework", symbol="⭕")
     VIS = LibraryDetails(name="LLM Inference", symbol="🟦")
@@ -93,7 +93,7 @@ class LibraryType(Enum):
 
     @staticmethod
     def from_str(type: str) -> "LibraryType":
-        if "Machine Learning" in type or "🟢" in type:
+        if "ML Framework" in type or "🟢" in type:
             return LibraryType.ML
         if "LLM Framework" in type or "🔶" in type:
             return LibraryType.LLM