docs: Updated documentation for all the major scenarios. (#190)

* Fixed some bugs introduced during refactoring.

* update data_agent_fin_doc

* Updated documentation for the four major scenarios

* feat: remove pdfs and enable online pdf readings (#183)

* remove pdfs and enable online pdf readings

* update doc format

* use url as key

* feat: add entry for rdagent. (#187)

* Add entries

* update entry for rdagent

* lint

* fix typo

* docs: Demo links (#188)

add demo links

* fix: Fix a fail href in readme (#189)

* fix a ci bug

* doc

* feat: remove pdfs and enable online pdf readings (#183)

* remove pdfs and enable online pdf readings

* update doc format

* use url as key

* feat: add entry for rdagent. (#187)

* Add entries

* update entry for rdagent

* lint

* fix typo

* doc

* Updated documentation for med_model scenarios.

* fix a ci bug

---------

Co-authored-by: Xu Yang <peteryang@vip.qq.com>
Co-authored-by: you-n-g <you-n-g@users.noreply.github.com>
Co-authored-by: XianBW <36835909+XianBW@users.noreply.github.com>
Co-authored-by: SH-Src <suhan.c@outlook.com>

rdagent/app/data_mining/conf.py

@@ -1,20 +1,38 @@
 from pathlib import Path
 
+from pydantic_settings import BaseSettings
+
 from rdagent.components.workflow.conf import BasePropSetting
 
 
 class PropSetting(BasePropSetting):
     class Config:
-        env_prefix = "DM_"  # Use MODEL_CODER_ as prefix for environment variables
-        protected_namespaces = ()  # Add 'model_' to the protected namespaces
+        env_prefix = "DM_"
+        """Use `DM_` as prefix for environment variables"""
+        protected_namespaces = ()
+        """Add 'model_' to the protected namespaces"""
 
     # 1) overriding the default
     scen: str = "rdagent.scenarios.data_mining.experiment.model_experiment.DMModelScenario"
+    """Scenario class for data mining model"""
+
     hypothesis_gen: str = "rdagent.scenarios.data_mining.proposal.model_proposal.DMModelHypothesisGen"
+    """Hypothesis generation class"""
+
     hypothesis2experiment: str = "rdagent.scenarios.data_mining.proposal.model_proposal.DMModelHypothesis2Experiment"
+    """Hypothesis to experiment class"""
+
     coder: str = "rdagent.scenarios.data_mining.developer.model_coder.DMModelCoSTEER"
+    """Coder class"""
+
     runner: str = "rdagent.scenarios.data_mining.developer.model_runner.DMModelRunner"
+    """Runner class"""
+
     summarizer: str = "rdagent.scenarios.data_mining.developer.feedback.DMModelHypothesisExperiment2Feedback"
+    """Summarizer class"""
+
+    evolving_n: int = 10
+    """Number of evolutions"""
 
     evolving_n: int = 10
 
@@ -22,7 +40,10 @@ class PropSetting(BasePropSetting):
     # physionet account
     # NOTE: You should apply the account in https://physionet.org/
     username: str = ""
+    """Physionet account username"""
+
     password: str = ""
+    """Physionet account password"""
 
 
 PROP_SETTING = PropSetting()