Checking general demo (#126)

* Init todo

* Evaluation & dataset

* Generate new data

* dataset generation

* add the result

* Analysis

* Factor update

* Updates

* Reformat analysis.py

* CI fix

* Further Optimised Model Workflow by Incorporating Feedbacks on Exp Task Card

* Rebasing To build the extraction & implementation demo

* Revised for clean code

* Revised further to show "Knowledge"

* Revised to make model_research_copilot better

* Further Optimised Model Workflow by Incorporating Feedbacks on Exp Task Card

* Rebasing To build the extraction & implementation demo

* Revised for clean code

* Revised further to show "Knowledge"

* Revised to make model_research_copilot better

---------

Co-authored-by: Young <afe.young@gmail.com>
Co-authored-by: Taozhi Wang <taozhi.mark.wang@gmail.com>
Co-authored-by: you-n-g <you-n-g@users.noreply.github.com>
Co-authored-by: cyncyw <47289405+taozhiwang@users.noreply.github.com>

rdagent/core/proposal.py

@@ -32,7 +32,9 @@ class Hypothesis:
 
     def __str__(self) -> str:
         return f"""Hypothesis: {self.hypothesis}
-Reason: {self.reason}"""
+                Reason: {self.reason}
+                Concise Reason & Knowledge: {self.concise_reason}
+                """
 
     # source: data_ana | model_nan = None
 
@@ -110,7 +112,7 @@ class HypothesisGen(ABC):
 
 class Hypothesis2Experiment(ABC, Generic[ASpecificExp]):
     """
-    [Abstract description => concrete description] => Code implement
+    [Abstract description => concrete description] => Code implementation Card 
     """
 
     @abstractmethod