chore: ml basic boilerplate

experiments/ml/arch.py

@@ -0,0 +1,17 @@
+# this should retrun a model with exposed methods fit and transform method in an sklearn style
+from sklearn.base import BaseEstimator, TransformerMixin
+from procesing.context import PipelineContext
+from typing import Any
+
+TASK = 'classification'
+LABELS = ['agent', 'human']
+
+class BaseModel(BaseEstimator, TransformerMixin):
+    def __init__(self, context: PipelineContext):
+        self.context = context
+
+    def fit(self, X=None, y=None):
+        return self
+
+    def transform(self, X) -> Any:
+        pass