Initial commit

.gitattributes

@@ -0,0 +1,3 @@
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.json filter=lfs diff=lfs merge=lfs -text

artifacts/MLmodel

@@ -0,0 +1,40 @@
+artifact_path: mlflow-artifacts:/950090596187142201/models/m-c0dc7cd739c040ce92861cda4d703be4/artifacts
+flavors:
+  python_function:
+    artifacts:
+      classifier_state:
+        path: artifacts\classifier_state.pt
+        uri: classifier_state.pt
+      encoder_state:
+        path: artifacts\encoder_state.pt
+        uri: encoder_state.pt
+    cloudpickle_version: 3.1.1
+    code: null
+    env:
+      conda: conda.yaml
+      virtualenv: python_env.yaml
+    loader_module: mlflow.pyfunc.model
+    python_model: python_model.pkl
+    python_version: 3.10.18
+    streamable: false
+is_signature_from_type_hint: false
+mlflow_version: 3.1.1
+model_id: m-c0dc7cd739c040ce92861cda4d703be4
+model_size_bytes: 705128273
+model_uuid: m-c0dc7cd739c040ce92861cda4d703be4
+prompts: null
+run_id: 633957843a5f4b509f6365ad5e790c6b
+saved_input_example_info:
+  artifact_path: input_example.json
+  serving_input_path: serving_input_example.json
+  type: ndarray
+signature:
+  inputs: '[{"type": "tensor", "tensor-spec": {"dtype": "float64", "shape": [-1, 1,
+    76, 141, 141]}}]'
+  outputs: '[{"name": "tissue", "type": "tensor", "tensor-spec": {"dtype": "float32",
+    "shape": [-1, 1]}}, {"name": "Diagnosis", "type": "tensor", "tensor-spec": {"dtype":
+    "float32", "shape": [-1, 1]}}, {"name": "BRAF_Olga", "type": "tensor", "tensor-spec":
+    {"dtype": "float32", "shape": [-1, 1]}}]'
+  params: null
+type_hint_from_example: false
+utc_time_created: '2025-07-09 13:21:18.205170'

artifacts/artifacts/classifier_state.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:303fbc0107f240e6492b3d35b8daf3ac53be634501b233ec97e1a78f197afd9c
+size 794913

artifacts/artifacts/encoder_state.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc359c061b5fb6c12b0ef05d3e3bb3fb1d7b29c82efd7312637e0c7aa37067d6
+size 311157927

artifacts/conda.yaml

@@ -0,0 +1,8 @@
+channels:
+- conda-forge
+dependencies:
+- python=3.10.18
+- pip<=25.1.1
+- pip:
+  - mlflow==3.1.1
+name: mlflow-env

artifacts/input_example.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f3cd10c0dc36eb3c101cac6c7f7a1fb91cdeb8c2e515d363565500064616b59
+size 30646629

artifacts/python_env.yaml

@@ -0,0 +1,7 @@
+python: 3.10.18
+build_dependencies:
+- pip==25.1.1
+- setuptools==75.8.2
+- wheel==0.45.1
+dependencies:
+- -r requirements.txt

artifacts/python_model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de7b6b6b6772bc8d0f8caa10ed1274e1f6a65d3f7e268612b494f243a1dceb16
+size 311980992

artifacts/requirements.txt

@@ -0,0 +1 @@
+mlflow==3.1.1

artifacts/serving_input_example.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52d3fbb62a788f0ff8d5c75cbf4123c9ddd1122e900de77b14f930ccec6884a5
+size 50547812