Update

Author: alonyado

Internal/MedPyExport/README.md

@@ -2,6 +2,8 @@
 
 ## Relase Notes - 1.1.1
 * Bugfix: get_sig when using PidRepository data from json
+* Feature: add support to retrieve model arch as json
+* Feature: filter MedSamples by bootstrap query language
 
 ## Relase Notes - 1.1.0
 * **Modularized Package Structure**

Internal/MedPyExport/generate_binding/README.md

@@ -24,8 +24,8 @@ The framework was battle-tested in production across multiple healthcare sites a
 *   **High-Performance Processing:** Engineered for large-scale, sparse EMR time-series data where general-purpose libraries like pandas fall short.
 *   **Reusable Pipelines:** Save valuable engineering time by providing shareable, tested pipelines and methods.
 *   **Built-in Safeguards:** Mitigate common pitfalls like data leakage and time-series-specific overfitting.
-*   **Production-Ready:** Designed for easy deployment using Docker or minimal distroless Linux images.
-*   **State of The Art Algorithms** Developed state of the art algorithms for EMR use cases, explainablity and fairness and more.
+*   **Production-Ready:** Designed for easy deployment using Docker or minimal distroless Linux images. **FHIR Ready** with lightweight python script convert to AlgoMarker format in deployment.
+*   **Innovative Algorithms**: Access to state of the art algorithms for processing medical data, explainability, fairness, and more
     - Read My Journey on [Explainability](https://medial-earlysign.github.io/MR_Wiki/Blog/explainability.html)
 
 ## Core Components

Internal/MedPyExport/generate_binding/src/AlgoMarker/AlgoMarker.py

@@ -363,7 +363,7 @@ def add_data_simple(
             )
             if res != 0:
                 msg = f"Error in add_data_simple - error code {res} for patient_id {patient_id}, signal_name {signal_name}, data: {elem}"
-                print(f"Error in add_data_simple - error code {res} for patient_id {patient_id}, more details in response message")
+                print(f"Error in add_data_simple - error code {res} for a patient more details in response message")
                 messages.append(msg)
         # No return value, errors are handled by the library
         return messages