├── .github └── workflows │ ├── docker-image.yml │ └── docker-publish.yml ├── .gitignore ├── Citation.bib ├── Dockerfile ├── LICENSE ├── PhysWikiQuiz-Screenshot_example.png ├── README.md ├── app.py ├── benchmark_cache.py ├── cache.json ├── demo └── demo_examples.csv ├── evaluation ├── Applied_questions.csv ├── ConceptComparison.csv ├── PhysWikiQuiz_Challenges.pdf ├── PhysWikiQuizvsCompetitors.csv ├── ResearchQuestionsTasks.docx ├── ResearchQuestionsV1.txt ├── benchmark_dump │ └── sample_items.json ├── benchmark_selection.json ├── current_challenges.txt ├── module1_formula_and_identifier_retrieval │ ├── GoldID-QID_correspondence.csv │ ├── Identifier_Unit_Wikidata_Properties_evaluation.csv │ ├── Identifier_Unit_Wikidata_Properties_evaluation.xlsx │ ├── Identifier_Unit_Wikidata_Properties_evaluator.py │ ├── module1_description │ └── unit_test_module.csv ├── module2_formula_rearrangement │ └── module2_description ├── module3_identifier_value_generation │ ├── Latex2Sympy_transformations.csv │ ├── module3_description │ └── unit_test_module3.py ├── module4_question_text_generation │ └── module4_description ├── module5_solution_value_and_unit_check │ └── module5_description ├── module_workflow.txt ├── module_workflow │ ├── LaTeX2Sympy_vs._LaCASt.tgn │ ├── demo_examples.csv │ ├── integration_test.py │ ├── log_properties.csv │ ├── unit_test_module_workflow_empty.csv │ ├── unit_test_module_workflow_latex2sympy_evaluated(0).csv │ ├── unit_test_module_workflow_latex2sympy_evaluated(0).pdf │ ├── unit_test_module_workflow_latex2sympy_evaluated(0).xlsx │ ├── unit_test_module_workflow_latex2sympy_generated(0).csv │ ├── unit_test_module_workflow_latex2sympy_logs(0).txt │ └── unit_test_module_workflow_manual(0).csv └── sample_IDs.csv ├── images ├── N_generated_formula.png ├── N_questions_generated.png ├── PhysWikiQuiz-Workflow_white.png ├── PhysWikiQuiz_acceleration.png ├── PhysWikiQuiz_demo_acceleration.gif ├── PhysWikiQuiz_demo_speed.gif ├── PhysWikiQuiz_workflow.png ├── PhysWikiQuiz_workflow_acceleration.png └── unit_test_module_workflow.png ├── latex_cleanings_argument.txt ├── latex_cleanings_simple_formula.csv ├── latex_cleanings_simple_identifier.csv ├── login ├── __init__.py ├── auth.py ├── main.py ├── models.py ├── static │ └── style.css ├── templates │ ├── ._signup.html │ ├── base.html │ ├── index.html │ ├── login.html │ ├── profile.html │ ├── signup.html │ ├── student.html │ └── teacher.html └── utils │ └── sql_tools.py ├── module1_formula_and_identifier_retrieval.py ├── module2_formula_rearrangement.py ├── module3_identifier_value_generation.py ├── module4_question_text_generation.py ├── module5_solution_value_and_unit_check.py ├── module6_explanation_text_generation.py ├── module_outputs.py ├── module_unit_tests.py ├── module_workflow.py ├── old ├── PhysWikiQuiz-Screenshot.jpg ├── PhysWikiQuiz-Screenshot_correction.jpg ├── PhysWikiQuiz-Workflow.png ├── module0_formula_and_identifier_retrieval.py ├── module1_identifier_unit_retrieval.py └── 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