Update Documentation (#182)

* Add documentation for missing arguments

* Update README

* Fix code quality

Author: justin13601

README.md

@@ -19,11 +19,11 @@
 
 **Updates**
 
-- **[2025-01-22]** ACES accepted to ICLR'25!
-- **[2024-12-10]** Latest `polars` version (`1.17.1`) is now supported.
+- **[2025-05-29]** Latest `MEDS` version (`0.4.0`) is now supported.
+- **[2025-04-25]** ACES presented at ICLR'25 in Singapore!
+- **[2025-04-20]** `polars` version (`1.27.1`) is now supported.
 - **[2024-10-28]** Nested derived predicates and derived predicates between static variables and plain predicates can now be defined.
 - **[2024-09-01]** Predicates can now be defined in a configuration file separate to task criteria files.
-- **[2024-08-29]** Latest `MEDS` version (`0.3.3`) is now supported.
 - **[2024-08-10]** Expanded predicates configuration language to support regular expressions, multi-column constraints, and multi-value constraints.
 - **[2024-07-30]** Added ability to place constraints on static variables, such as patient demographics.
 - **[2024-06-28]** Paper available at [arXiv:2406.19653](https://arxiv.org/abs/2406.19653).
@@ -38,7 +38,7 @@ This README provides a brief overview of this tool, instructions for use, and a
 
 ## Installation
 
-### For MEDS v0.3.3
+### For MEDS v0.4.0
 
 ```bash
 pip install es-aces

src/aces/config.py

@@ -1106,7 +1106,10 @@ def load(
         """Load a configuration file from the given path and return it as a dict.
 
         Args:
+            cls: The TaskExtractorConfig class that is instantiated.
             config_path: The path to which a configuration object will be read from in YAML form.
+            predicates_path: The path to which a predicates configuration object will be read from in
+                YAML form. Used to override predicates in the original configuration file.
 
         Raises:
             FileNotFoundError: If the file does not exist.