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@cl4yton cl4yton released this 03 May 01:16
· 325 commits to main since this release
v1.8.0
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Learn about vigilant mode.

ASKEM SKEMA Milestone 8 release. This includes:

  • Code2FN
    • TS2CAST Fortran front-end (tree-sitter based, version 1)
      • Supports ingest of TIE-GCM cpktkm.F and cons.F, producing GrometFNModuleCollection
      • handling continuation lines: '|' and '&'
      • variable declaration and literal value creation
      • single and multiple dimension array declaration, get, set and slice
      • subroutine and function definition and calls
      • primitive operators
      • do loop (Fortran idiom similar to Python for-loop)
      • if, else, else-if support
    • Updates to FN Loop and Conditional representation
      • removed explicit Loop/Conditional box wiring
      • fixed handling of for-loop iterator loop condition test
    • Handling compound conditions
    • Improved support for comprehensions
    • Support for functions as first-class objects
      • bookkeeping of symbol table and variable environment: functions, records (classes) and variables
    • CAST updates
      • generalization of LiteralValue, removing specific types
      • generalization of operator
      • porting of cast_to_agraph.py
    • Progress on GroMEt FN Execution Engine
      • implemented algorithm to walk FN graph in execution order
      • developed v1 execution framework primitive operator set
    • API and infrastructure improvements
      • front-end determines language type based on file extension
      • FN diff utility
      • General refactoring and name cleanup
  • TextReading
    • Version 1 of automated code comment linking
    • Added additional grounding mechanisms to TR pipeline
      • gazatteer-based grounding and composable grounding pipeline
      • delegate grounding to MIRA's web API
    • Added support for additional input formats, in addition to COSMOS
      • plain text
      • grounding through web API
    • Created docker file to build a docker image compliant with xDD
    • Created (with MIT) library to read and write extractions in canonical JSON format
    • Expanded support for initial mention linker to support multi-module GroMEt FN
    • Exposed embedding grounding mechanism on TR web service
  • METAL
    • Added space weather ontology support
    • METAL module development
      • Data collection
        • generate artificial annotated data using gpt-3.5-turbo
        • extracted 514 repositories from GitHub, keeping only 115 with more than 2 stars
        • Functions and class definition extracted, creating 5,887 code fragments
      • Model architecture
        • two independent transformer encoder models initialized with CodeBERT
      • Evaluation Plan
        • token-level and span-level F1-score
  • Eqn Reading
    • Improvements to Image2MathML pipeline
      • improved train/test data generation from arXiv 2014-2018 corpus
      • reprocessed eqn dataset
      • Image2MathML model retrained, improving BLEU score to 0.95
    • Translating Space Weather Equations to DECAPODES Wiring Diagrams
  • ISA
    • Improvements to equation conversion, including translation to canonical form
    • Improvements to alignment visualization
    • REST API development
  • MORAE
    • Improvements to FN-to-PetriNet translation
    • Prototype support for edge extractions
  • MOVIZ
    • added optional JSON configuration specification interface to support drawing partially expanded FNs
Assets 2
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