crucial doc updates (#540)

jhnwu3 · web-flow · commit 3c8ed27b2f20 · 2025-09-09T13:32:58.000-05:00
Co-authored-by: John Wu &lt;johnwu3@sunlab-serv-03.cs.illinois.edu&gt;

overriden because updating docs shouldn't take too long.
diff --git a/docs/api/interpret.rst b/docs/api/interpret.rst
@@ -0,0 +1,11 @@
+Interpretability Module
+===============
+
+We implement the following interpretability techniques below:
+
+Help always needed in this direction.
+    
+.. toctree::
+    :maxdepth: 3
+
+    interpret/pyhealth.interpret.methods.chefer
diff --git a/docs/api/interpret/pyhealth.interpret.methods.chefer.rst b/docs/api/interpret/pyhealth.interpret.methods.chefer.rst
@@ -0,0 +1,10 @@
+pyhealth.interpret.methods.chefer
+===================================
+
+
+Transformer interpretability module. 
+
+.. autoclass:: pyhealth.interpret.methods.chefer
+    :members:
+    :undoc-members:
+    :show-inheritance:
diff --git a/docs/api/models/pyhealth.models.SDOH.rst b/docs/api/models/pyhealth.models.SDOH.rst
@@ -1,4 +1,4 @@
-pyhealth.models.TransformersModel
+pyhealth.models.sdoh
 ===================================
 
 
diff --git a/docs/how_to_contribute.rst b/docs/how_to_contribute.rst
@@ -160,6 +160,8 @@ Every contribution must include two types of test cases:
 
 **Note**: You can use frontier LLMs to help generate basic test cases, which we consider valid as long as they are reasonable and comprehensive.
 
+All unit tests should be placed in the `tests/` directory following the existing structure, with 'tests/core/' for core functionality tests.
+
 Pull Request Guidelines
 =======================
 
diff --git a/docs/index.rst b/docs/index.rst
@@ -314,6 +314,7 @@ GRASP                                 deep learning     ``pyhealth.models.GRASP`
    api/datasets
    api/tasks
    api/models
+   api/interpret
    api/trainer
    api/tokenizer
    api/metrics

Original file line number	Diff line number	Diff line change
`@@ -1,4 +1,4 @@`
`1`		`-pyhealth.models.TransformersModel`
	`1`	`+pyhealth.models.sdoh`
`2`	`2`	`===================================`
`3`	`3`
`4`	`4`