metadata
license: cc-by-nc-sa-4.0
language:
- zh
- en
tags:
- education
- cognitive-diagnosis
- knowledge-tracing
- cross-course-learning
configs:
- config_name: global_knowledge_points
data_files:
- split: train
path: structured data/global data/knowledge_point_all.csv
features:
- name: knowledge_point_id
dtype: string
- name: name
dtype: string
- name: parent_id
dtype: string
keep_default_na: false
- config_name: non_programming_Artificial_intelligence
data_files:
- split: train
path: >-
structured data/non programming
data/Artificial_intelligence/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Assembly_language_programming
data_files:
- split: train
path: >-
structured data/non programming
data/Assembly_language_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Big_data_management
data_files:
- split: train
path: >-
structured data/non programming
data/Big_data_management/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Big_data_processing_technology
data_files:
- split: train
path: >-
structured data/non programming
data/Big_data_processing_technology/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Cpp_programming
data_files:
- split: train
path: structured data/non programming data/C++_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_C_programming
data_files:
- split: train
path: structured data/non programming data/C_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Calculus
data_files:
- split: train
path: structured data/non programming data/Calculus/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Compilation_principle
data_files:
- split: train
path: >-
structured data/non programming
data/Compilation_principle/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Computational_thinking
data_files:
- split: train
path: >-
structured data/non programming
data/Computational_thinking/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Computational_thinking_fundation
data_files:
- split: train
path: >-
structured data/non programming
data/Computational_thinking_fundation/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Computer_and_problem_solving
data_files:
- split: train
path: >-
structured data/non programming
data/Computer_and_problem_solving/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Computer_application_fundation
data_files:
- split: train
path: >-
structured data/non programming
data/Computer_application_fundation/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Computer_network
data_files:
- split: train
path: structured data/non programming data/Computer_network/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Computer_system_fundamentals
data_files:
- split: train
path: >-
structured data/non programming
data/Computer_system_fundamentals/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Csharp_programming
data_files:
- split: train
path: >-
structured data/non programming
data/Csharp_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Data_structure_and_algorithm_analysis
data_files:
- split: train
path: >-
structured data/non programming
data/Data_structure_and_algorithm_analysis/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Data_visualization
data_files:
- split: train
path: >-
structured data/non programming
data/Data_visualization/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Data_warehouse_and_data_mining
data_files:
- split: train
path: >-
structured data/non programming
data/Data_warehouse_and_data_mining/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Database_principle
data_files:
- split: train
path: >-
structured data/non programming
data/Database_principle/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Database_technology_and_application
data_files:
- split: train
path: >-
structured data/non programming
data/Database_technology_and_application/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Digital_image_processing
data_files:
- split: train
path: >-
structured data/non programming
data/Digital_image_processing/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Digital_logic
data_files:
- split: train
path: structured data/non programming data/Digital_logic/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Discrete_mathematics
data_files:
- split: train
path: >-
structured data/non programming
data/Discrete_mathematics/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Discrete_mathematics_and_application
data_files:
- split: train
path: >-
structured data/non programming
data/Discrete_mathematics_and_application/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_English
data_files:
- split: train
path: structured data/non programming data/English/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Fortran_programming
data_files:
- split: train
path: >-
structured data/non programming
data/Fortran_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Fundamentals_of_analogy_electron_technique
data_files:
- split: train
path: >-
structured data/non programming
data/Fundamentals_of_analogy_electron_technique/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Information_processing_technology_and_application
data_files:
- split: train
path: >-
structured data/non programming
data/Information_processing_technology_and_application/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Information_technology
data_files:
- split: train
path: >-
structured data/non programming
data/Information_technology/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Introduction_to_algorithm_competition
data_files:
- split: train
path: >-
structured data/non programming
data/Introduction_to_algorithm_competition/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Introduction_to_artificial_intelligence
data_files:
- split: train
path: >-
structured data/non programming
data/Introduction_to_artificial_intelligence/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Introduction_to_cloud_computing
data_files:
- split: train
path: >-
structured data/non programming
data/Introduction_to_cloud_computing/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Introduction_to_computer
data_files:
- split: train
path: >-
structured data/non programming
data/Introduction_to_computer/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Introduction_to_computer_science
data_files:
- split: train
path: >-
structured data/non programming
data/Introduction_to_computer_science/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Introduction_to_internet_of_things
data_files:
- split: train
path: >-
structured data/non programming
data/Introduction_to_internet_of_things/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Japanese
data_files:
- split: train
path: structured data/non programming data/Japanese/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Java_programming
data_files:
- split: train
path: structured data/non programming data/Java_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Java_web
data_files:
- split: train
path: structured data/non programming data/Java_web/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Linear_algebra
data_files:
- split: train
path: structured data/non programming data/Linear_algebra/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Linux_system
data_files:
- split: train
path: structured data/non programming data/Linux_system/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Literature_and_history
data_files:
- split: train
path: >-
structured data/non programming
data/Literature_and_history/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Machine_learning
data_files:
- split: train
path: structured data/non programming data/Machine_learning/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Matlab_simulation
data_files:
- split: train
path: >-
structured data/non programming
data/Matlab_simulation/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Microcomputer_principle_and_interface_technology
data_files:
- split: train
path: >-
structured data/non programming
data/Microcomputer_principle_and_interface_technology/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Multivariate_statistical_analysis
data_files:
- split: train
path: >-
structured data/non programming
data/Multivariate_statistical_analysis/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Network_programming_technology
data_files:
- split: train
path: >-
structured data/non programming
data/Network_programming_technology/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Numerical_analysis
data_files:
- split: train
path: >-
structured data/non programming
data/Numerical_analysis/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Object_oriented_analysis_and_design
data_files:
- split: train
path: >-
structured data/non programming
data/Object_oriented_analysis_and_design/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Object_oriented_programming_java
data_files:
- split: train
path: >-
structured data/non programming
data/Object_oriented_programming_java/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Operating_system
data_files:
- split: train
path: structured data/non programming data/Operating_system/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_PHP_programming
data_files:
- split: train
path: structured data/non programming data/PHP_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Politics
data_files:
- split: train
path: structured data/non programming data/Politics/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Practice_of_statistics
data_files:
- split: train
path: >-
structured data/non programming
data/Practice_of_statistics/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Principles_of_computer_composition
data_files:
- split: train
path: >-
structured data/non programming
data/Principles_of_computer_composition/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Principles_of_information_security
data_files:
- split: train
path: >-
structured data/non programming
data/Principles_of_information_security/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Probability_and_statistic
data_files:
- split: train
path: >-
structured data/non programming
data/Probability_and_statistic/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Problem_solving_fundation
data_files:
- split: train
path: >-
structured data/non programming
data/Problem_solving_fundation/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Psychology
data_files:
- split: train
path: structured data/non programming data/Psychology/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Python_programming
data_files:
- split: train
path: >-
structured data/non programming
data/Python_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Scala_programming
data_files:
- split: train
path: >-
structured data/non programming
data/Scala_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Signals_and_systems
data_files:
- split: train
path: >-
structured data/non programming
data/Signals_and_systems/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Single_chip_microcomputer_principle_and_application
data_files:
- split: train
path: >-
structured data/non programming
data/Single_chip_microcomputer_principle_and_application/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Software_design_and_architecture
data_files:
- split: train
path: >-
structured data/non programming
data/Software_design_and_architecture/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Software_engineering
data_files:
- split: train
path: >-
structured data/non programming
data/Software_engineering/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Software_project_management
data_files:
- split: train
path: >-
structured data/non programming
data/Software_project_management/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Software_requirement_analysis_and_design
data_files:
- split: train
path: >-
structured data/non programming
data/Software_requirement_analysis_and_design/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Software_testing_and_quality_assurance
data_files:
- split: train
path: >-
structured data/non programming
data/Software_testing_and_quality_assurance/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Swift_programming
data_files:
- split: train
path: >-
structured data/non programming
data/Swift_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Thinking_by_data
data_files:
- split: train
path: structured data/non programming data/Thinking_by_data/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Tourism
data_files:
- split: train
path: structured data/non programming data/Tourism/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_VB_programming
data_files:
- split: train
path: structured data/non programming data/VB_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Web_frontend_technology
data_files:
- split: train
path: >-
structured data/non programming
data/Web_frontend_technology/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: non_programming_Wireless_network
data_files:
- split: train
path: structured data/non programming data/Wireless_network/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: problem_type
dtype: string
- name: score
dtype: string
- name: problem_set_id
dtype: string
- name: problem_set_problem_id
dtype: string
- name: status
dtype: string
keep_default_na: false
- config_name: programming_Assembly_language_programming
data_files:
- split: train
path: >-
structured data/programming
data/Assembly_language_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Cpp_programming
data_files:
- split: train
path: structured data/programming data/C++_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Calculus
data_files:
- split: train
path: structured data/programming data/Calculus/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Compilation_principle
data_files:
- split: train
path: >-
structured data/programming
data/Compilation_principle/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Computational_thinking
data_files:
- split: train
path: >-
structured data/programming
data/Computational_thinking/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Computational_thinking_fundation
data_files:
- split: train
path: >-
structured data/programming
data/Computational_thinking_fundation/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Computer_and_problem_solving
data_files:
- split: train
path: >-
structured data/programming
data/Computer_and_problem_solving/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Computer_application_fundation
data_files:
- split: train
path: >-
structured data/programming
data/Computer_application_fundation/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Computer_network
data_files:
- split: train
path: structured data/programming data/Computer_network/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Csharp_programming
data_files:
- split: train
path: structured data/programming data/Csharp_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Data_structure_and_algorithm
data_files:
- split: train
path: >-
structured data/programming
data/Data_structure_and_algorithm/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: score
dtype: string
- name: language
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Data_visualization
data_files:
- split: train
path: structured data/programming data/Data_visualization/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Database_principle
data_files:
- split: train
path: structured data/programming data/Database_principle/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Digital_logic
data_files:
- split: train
path: structured data/programming data/Digital_logic/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Discrete_mathematics
data_files:
- split: train
path: structured data/programming data/Discrete_mathematics/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Discrete_mathematics_and_application
data_files:
- split: train
path: >-
structured data/programming
data/Discrete_mathematics_and_application/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Fortran_programming
data_files:
- split: train
path: structured data/programming data/Fortran_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Haskell_programming
data_files:
- split: train
path: structured data/programming data/Haskell_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Information_processing_technology_and_application
data_files:
- split: train
path: >-
structured data/programming
data/Information_processing_technology_and_application/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Information_technology
data_files:
- split: train
path: >-
structured data/programming
data/Information_technology/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Introduction_to_algorithm_competition
data_files:
- split: train
path: >-
structured data/programming
data/Introduction_to_algorithm_competition/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Introduction_to_artificial_intelligence
data_files:
- split: train
path: >-
structured data/programming
data/Introduction_to_artificial_intelligence/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Introduction_to_computer_science
data_files:
- split: train
path: >-
structured data/programming
data/Introduction_to_computer_science/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Java_web
data_files:
- split: train
path: structured data/programming data/Java_web/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Linear_algebra
data_files:
- split: train
path: structured data/programming data/Linear_algebra/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Linux_system
data_files:
- split: train
path: structured data/programming data/Linux_system/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Machine_learning
data_files:
- split: train
path: structured data/programming data/Machine_learning/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Matlab_simulation
data_files:
- split: train
path: structured data/programming data/Matlab_simulation/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Multivariate_statistical_analysis
data_files:
- split: train
path: >-
structured data/programming
data/Multivariate_statistical_analysis/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Numerical_analysis
data_files:
- split: train
path: structured data/programming data/Numerical_analysis/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Object_oriented_programming_java
data_files:
- split: train
path: >-
structured data/programming
data/Object_oriented_programming_java/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Operating_system
data_files:
- split: train
path: structured data/programming data/Operating_system/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_PHP_programming
data_files:
- split: train
path: structured data/programming data/PHP_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Principles_of_compute_composition
data_files:
- split: train
path: >-
structured data/programming
data/Principles_of_compute_composition/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Principles_of_information_security
data_files:
- split: train
path: >-
structured data/programming
data/Principles_of_information_security/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Probability_and_Statistic
data_files:
- split: train
path: >-
structured data/programming
data/Probability_and_Statistic/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Problem_solving_fundation
data_files:
- split: train
path: >-
structured data/programming
data/Problem_solving_fundation/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Python_programming
data_files:
- split: train
path: structured data/programming data/Python_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Scala_programming
data_files:
- split: train
path: structured data/programming data/Scala_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Software_design_and_architecture
data_files:
- split: train
path: >-
structured data/programming
data/Software_design_and_architecture/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Software_project_management
data_files:
- split: train
path: >-
structured data/programming
data/Software_project_management/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Software_requirement_analysis_and_design
data_files:
- split: train
path: >-
structured data/programming
data/Software_requirement_analysis_and_design/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_VB_programming
data_files:
- split: train
path: structured data/programming data/VB_programming/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: programming_Web_frontend_technology
data_files:
- split: train
path: >-
structured data/programming
data/Web_frontend_technology/response_log.csv
features:
- name: submission_id
dtype: string
- name: user_id
dtype: string
- name: create_at
dtype: string
- name: language
dtype: string
- name: score
dtype: string
- name: problem_set_problem_id
dtype: string
- name: problem_id
dtype: string
- name: skill_id
dtype: string
- name: code
dtype: string
- name: response
dtype: string
- name: time_consume
dtype: string
- name: memory_consume
dtype: string
keep_default_na: false
- config_name: cd_Computational_thinking
data_files:
- split: train
path: >-
task specific
dataset/non_programming_dataset/baseline_dataset_for_CD/Computational_thinking/train.csv
- split: validation
path: >-
task specific
dataset/non_programming_dataset/baseline_dataset_for_CD/Computational_thinking/valid.csv
- split: test
path: >-
task specific
dataset/non_programming_dataset/baseline_dataset_for_CD/Computational_thinking/test.csv
features:
- name: user_id
dtype: string
- name: item_id
dtype: string
- name: score
dtype: string
keep_default_na: false
- config_name: cd_Database_technology_and_application
data_files:
- split: train
path: >-
task specific
dataset/non_programming_dataset/baseline_dataset_for_CD/Database_technology_and_application/train.csv
- split: validation
path: >-
task specific
dataset/non_programming_dataset/baseline_dataset_for_CD/Database_technology_and_application/valid.csv
- split: test
path: >-
task specific
dataset/non_programming_dataset/baseline_dataset_for_CD/Database_technology_and_application/test.csv
features:
- name: user_id
dtype: string
- name: item_id
dtype: string
- name: score
dtype: string
keep_default_na: false
- config_name: cd_Linux_system
data_files:
- split: train
path: >-
task specific
dataset/non_programming_dataset/baseline_dataset_for_CD/Linux_system/train.csv
- split: validation
path: >-
task specific
dataset/non_programming_dataset/baseline_dataset_for_CD/Linux_system/valid.csv
- split: test
path: >-
task specific
dataset/non_programming_dataset/baseline_dataset_for_CD/Linux_system/test.csv
features:
- name: user_id
dtype: string
- name: item_id
dtype: string
- name: score
dtype: string
keep_default_na: false
- config_name: cd_Probability_and_statistic
data_files:
- split: train
path: >-
task specific
dataset/non_programming_dataset/baseline_dataset_for_CD/Probability_and_statistic/train.csv
- split: validation
path: >-
task specific
dataset/non_programming_dataset/baseline_dataset_for_CD/Probability_and_statistic/valid.csv
- split: test
path: >-
task specific
dataset/non_programming_dataset/baseline_dataset_for_CD/Probability_and_statistic/test.csv
features:
- name: user_id
dtype: string
- name: item_id
dtype: string
- name: score
dtype: string
keep_default_na: false
default: true
- config_name: cross_course_Cpp_programming
data_files:
- split: train
path: >-
task specific
dataset/non_programming_dataset/cross_course_datasets/baiteng_C++程序设计-92/train.csv
- split: validation
path: >-
task specific
dataset/non_programming_dataset/cross_course_datasets/baiteng_C++程序设计-92/valid.csv
- split: test
path: >-
task specific
dataset/non_programming_dataset/cross_course_datasets/baiteng_C++程序设计-92/test.csv
features:
- name: user_id
dtype: string
- name: item_id
dtype: string
- name: score
dtype: string
keep_default_na: false
- config_name: cross_course_C_programming
data_files:
- split: train
path: >-
task specific
dataset/non_programming_dataset/cross_course_datasets/baiteng_C程序设计-63/train.csv
- split: validation
path: >-
task specific
dataset/non_programming_dataset/cross_course_datasets/baiteng_C程序设计-63/valid.csv
- split: test
path: >-
task specific
dataset/non_programming_dataset/cross_course_datasets/baiteng_C程序设计-63/test.csv
features:
- name: user_id
dtype: string
- name: item_id
dtype: string
- name: score
dtype: string
keep_default_na: false
- config_name: cross_course_Java_programming
data_files:
- split: train
path: >-
task specific
dataset/non_programming_dataset/cross_course_datasets/baiteng_Java程序设计-172/train.csv
- split: validation
path: >-
task specific
dataset/non_programming_dataset/cross_course_datasets/baiteng_Java程序设计-172/valid.csv
- split: test
path: >-
task specific
dataset/non_programming_dataset/cross_course_datasets/baiteng_Java程序设计-172/test.csv
features:
- name: user_id
dtype: string
- name: item_id
dtype: string
- name: score
dtype: string
keep_default_na: false
- config_name: cross_course_Python_programming
data_files:
- split: train
path: >-
task specific
dataset/non_programming_dataset/cross_course_datasets/baiteng_Python程序设计-924247594312409088/train.csv
- split: validation
path: >-
task specific
dataset/non_programming_dataset/cross_course_datasets/baiteng_Python程序设计-924247594312409088/valid.csv
- split: test
path: >-
task specific
dataset/non_programming_dataset/cross_course_datasets/baiteng_Python程序设计-924247594312409088/test.csv
features:
- name: user_id
dtype: string
- name: item_id
dtype: string
- name: score
dtype: string
keep_default_na: false
- config_name: cross_course_Data_structure_and_algorithm_analysis
data_files:
- split: train
path: >-
task specific
dataset/non_programming_dataset/cross_course_datasets/baiteng_数据结构与算法-1/train.csv
- split: validation
path: >-
task specific
dataset/non_programming_dataset/cross_course_datasets/baiteng_数据结构与算法-1/valid.csv
- split: test
path: >-
task specific
dataset/non_programming_dataset/cross_course_datasets/baiteng_数据结构与算法-1/test.csv
features:
- name: user_id
dtype: string
- name: item_id
dtype: string
- name: score
dtype: string
keep_default_na: false
- config_name: cclmf_java_30
data_files:
- split: train
path: >-
task specific
dataset/non_programming_dataset/datasets_for_CCLMF/java-30/train.csv
- split: validation
path: >-
task specific
dataset/non_programming_dataset/datasets_for_CCLMF/java-30/valid.csv
- split: test
path: >-
task specific
dataset/non_programming_dataset/datasets_for_CCLMF/java-30/test.csv
features:
- name: user_id
dtype: string
- name: item_id
dtype: string
- name: score
dtype: string
keep_default_na: false
PTADisc
This release contains 939 extracted data files (125.50 GB), with 128 configured subsets. Original-project overview statistics below are retained for context and are not recomputed counts for this distribution.
This dataset card reuses the original PTADisc README, with download links, paths, and release-specific notes adapted for this Hugging Face distribution. The original authors’ contact information is retained below. Licensed under CC BY-NC-SA 4.0.
PTADisc is sourced from PTA (Programming Teaching Assistant), a learner-based online system for universities and society developed by Hangzhou PAT Education Technology Co., Ltd.
PTADisc is a diverse, immense, student-centered dataset that emphasizes its sufficient cross-course information for personalized learning. It includes $74$ courses, $1,530,100$ students, $4,504$ concepts, $225,615$ problems, and over $680$ million student response logs.
We illustrate the characteristics of PTADisc from the following four aspects:
- Diverse: PTADisc contains rich concept-related information and fine-grained records of a large number of student behaviors.
- Immense: PTADisc is the largest dataset in personalized learning. It also includes different courses of different data scales which offer options for various studies.
- Student-centered: In PTADisc, problems and knowledge concepts are validated based on student response logs, leading to better consistency and well-maintainability in terms of diagnostic tasks.
- Cross-course: PTADisc covers a significant amount of students taking multiple courses as students are likely to take a series of courses according to their training program.
Loading the data
Select a course or experiment subset in the dataset viewer, or stream a subset with datasets:
from datasets import load_dataset
ds = load_dataset("whning0513/PTADisc", "cd_Probability_and_statistic")
logs = load_dataset(
"whning0513/PTADisc", "non_programming_Python_programming",
split="train", streaming=True,
)
row = next(iter(logs))
Configured CSV columns are exposed as strings to preserve source identifiers, timestamps, code, and empty fields without numeric inference. Cast columns as needed for analysis. Schemas follow each source CSV header. Unsplit source tables use the train split as a storage convention; it does not denote a curated training partition. Existing experiment train/validation/test splits are preserved. Supplementary JSON dictionaries, course information, matrices, and experimental variants are available as individual files.
To download all extracted files:
from huggingface_hub import snapshot_download
snapshot_download("whning0513/PTADisc", repo_type="dataset", local_dir="PTADisc")
Data repository structure
Data files are published directly in this dataset repository as extracted CSV, JSON, text, and model files. Browse the Files and versions tab or download individual files; no archive extraction or access request is required. The original project is available on GitHub.
The directory is organized as:
PTADisc/
├── scripts/
├── structured data/
│ ├── course_info/
│ ├── global data/
│ ├── non programming data/
│ └── programming data/
└── task specific dataset/
├── non_programming_dataset
│ ├── baseline_dataset_for_CD
│ ├── baseline_dataset_for_KT
│ ├── cross_course_datasets
│ └── datasets_for_CCLMF
└── programming_datasets
| Directory | Content |
|---|---|
| scripts | Scripts for index mapping on structured data to generate final datasets for cognitive diagnosis and knowledge tracing. |
| global data | Problem-bank dictionaries shared across courses, including difficulty, knowledge, reference counts, problem types, and problem-set mappings. |
| non programming data | Structured course data, including student, concept, and problem lists, problem information, and processed response logs. |
| programming data | Structured programming-course response logs. |
| baseline_dataset_for_CD | $4$ selected courses' datasets for cognitive diagnosis. |
| baseline_dataset_for_KT | $4$ selected courses' datasets for knowledge tracing. |
| cross_course_datasets | datasets of $5$ courses which are simultaneously taken by $29,454$ students. |
| datasets_for_CCLMF | Java Programming datasets and pretrained NCD model on Python Programming, which is used to conduct CCLMF experiments. |
| programming_datasets | $4$ selected courses' datasets for knowledge tracing. |
Release note: The table above retains the original project’s dataset descriptions. The received source has empty baseline_dataset_for_KT and programming_datasets directories. Data files are published in extracted form, preserving their contents. Course archives lacking an enclosing directory have been placed in a directory named after the course. Embedded TAR.GZ backups are extracted under a separate _nested directory. See manifest.json for source mappings.
Detailed information of structured data
For futher information, please contact: liyahu@zju.edu.cn.
Global Data
Description
Global data includes:
| Filename | Description |
|---|---|
| knowledge_point_all.csv | The tree structure of all the knowledge concepts in PTADisc, which is in forms of knowledge_point_id, name, parent_id. |
| problem_difficulty.json | Global dictionary of problem_id to difficulty. |
| problem_knowledge.json | Global dictionary of problem_id to knowledge_id. |
| problem_reference_count.json | Global dictionary of problem_id to reference_count. |
| problem_type | Global dictionary of problem_id to problem_type. |
| psp_full_score.json | Global dictionary of problem_set_problem_id to full_score. |
| psp_problem.json | Global dictionary of problem_set_problem_id to problem_id. |
| psp_problem_set_id.json | Global dictionary of problem_set_problem_id to problem_set_id. |
The filenames above follow the received source data. The problem_type dictionary described in the original README is not provided as a separate global file in this release.
Knowledge Concept Example
parent_id=-1 indicates that it's the course's name, which is the root of its knowledge concept tree.
| knowledge_point_id | name | parent_id |
|---|---|---|
| 383 | 概率论与数理统计 | -1 |
| 384 | 随机事件和概率 | 383 |
| 393 | 随机变量及概率分布 | 383 |
| 389 | 全概率公式 | 384 |
| 390 | 贝叶斯公式 | 384 |
Problem Type
enum ProblemType {
NO_PROBLEM_TYPE = 0;
TRUE_OR_FALSE = 1;
MULTIPLE_CHOICE = 2;
MULTIPLE_CHOICE_MORE_THAN_ONE_ANSWER = 3;
FILL_IN_THE_BLANK = 4;
FILL_IN_THE_BLANK_FOR_PROGRAMMING = 5;
CODE_COMPLETION = 6;
PROGRAMMING = 7;
SUBJECTIVE = 8;
MULTIPLE_FILE = 9;
}
Non-programming data
Description
Each course contains the following files:
| Filename | Description |
|---|---|
| info/info.json | Record the number of the course's concepts, students, problems and logs. |
| info/concept_list.txt | Record the course's concept IDs. |
| info/student_list.txt | Record the course's student IDs. |
| info/problem_list.txt | Record the course's problem IDs. |
| problem_info.csv | Record problems' problem_set_problem_id, problem_id, knowledge_id, full_score in the course. |
| response_log.csv | Record logs' submission_id, user_id, create_at, problem_type, score, problem_set_id, problem_set_problem_id, status in the course. |
response_log.csv fields description:
submission_id: the ID of one commit record of a problem set.problem_type: 1 represents true or false, 2 represents single-choice, 3 represents multiple-choice, and 4 represents fill-in-the-blank.score: the scoring ratio the student get on this problem.status: auxiliary field to calculate student's score on this problem, contains ACCEPTED, WRONG_ANSWER, PARTIAL_ACCEPTED, etc.
Logs Example
| submission_id | user_id | create_at | problem_type | score | problem_set_id | problem_set_problem_id | status |
|---|---|---|---|---|---|---|---|
| 178060 | 0fa9733a132497dd515d426df206b67106364354b579231879e3c8f70630e431 | 2015/10/13 16:47 | 2 | 2 | 139 | 1746 | ACCEPTED |
| 178060 | 0fa9733a132497dd515d426df206b67106364354b579231879e3c8f70630e431 | 2015/10/13 16:47 | 2 | 0 | 139 | 1747 | WRONG_ANSWER |
| 178060 | 0fa9733a132497dd515d426df206b67106364354b579231879e3c8f70630e431 | 2015/10/13 16:47 | 2 | 0 | 139 | 1748 | WRONG_ANSWER |
| 178060 | 0fa9733a132497dd515d426df206b67106364354b579231879e3c8f70630e431 | 2015/10/13 16:47 | 2 | 2 | 139 | 1749 | ACCEPTED |
| 178060 | 0fa9733a132497dd515d426df206b67106364354b579231879e3c8f70630e431 | 2015/10/13 16:47 | 2 | 2 | 139 | 1750 | ACCEPTED |
Programming data
Description
Each course contains a response_log.csv with fields: submission_id, user_id, create_at, language , score, problem_set_problem_id, problem_id, skill_id, code, response, time_consume, memory_consume. Some of the fields description:
submission_id: the same as in non_programming data.language: the programming codescore: the same as in non_programming data.code: the code submitted by the student.response: the same asstatusin non_programming data.time_consume: time consumed by the submitted code.memory_consume: memory consumed by the submitted code.
Logs Example
| submission_id | user_id | create_at | language | score | problem_set_problem_id | problem_id | skill_id | code | response | time_consume | memory_consume |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1523963863660281856 | 82e2f8cab241392f2ffae8614297ed854b6113256c5c8d31cf2d14740a68706b | 2022-05-10 17:51:13 | Java | 0.0 | 1523908485467762710 | 1013962033606774784 | 201 | import java.util.*;\npublic class Main {\n public static void main(String[] args) {\n Scanner sc = new Scanner(System.in);\n int n = sc.nextInt();\n List list = new ArrayList();\n for (int i = 0; i < n; i++) {\n list.add(sc.nextInt());\n }\n list.sort(Comparator.naturalOrder());\n System.out.println(list.get(list.size()-2));\n }\n} | WRONG_ANSWER | 125 | 18404 |
| 1523963973706231808 | 82e2f8cab241392f2ffae8614297ed854b6113256c5c8d31cf2d14740a68706b | 2022-05-10 17:51:39 | Java | 0.0 | 1523908485467762710 | 1013962033606774784 | 201 | import java.util.*;\npublic class Main {\n public static void main(String[] args) {\n Scanner sc = new Scanner(System.in);\n int n = sc.nextInt();\n List list = new ArrayList();\n for (int i = 0; i < n; i++) {\n list.add(sc.nextInt());\n }\n list.sort(Comparator.naturalOrder());\n System.out.print(list.get(list.size()-2));\n }\n} | WRONG_ANSWER | 113 | 15232 |
Course Info
Description
The files of course info provide additional information of user group and problem set. Each course contains the following files:
| Filename | Description |
|---|---|
| user_group_member.csv | Record the user group members. |
| user_group_problem_set.csv | Record the opened problem sets for user groups. |
| problem_set.csv | Record the problem set's start time and end time. |
User Group Member Example
user_group_member_id is the id of a (user_id, user_group_id) pair.
| user_group_member_id | user_id | user_group_id |
|---|---|---|
| 1041674784427282432 | e7de9a3c1163736606a53e738cdb82a29f860903e84e14c61f13b31f82706d28 | 1041661419302744064 |
| 1041680824921296896 | 95c2f1226984fee4c1748e567279808b02e5128dbd1060ebd4692dbe164000a6 | 1041661579701325824 |
| 1041680824535420928 | 8e3f445a0fae30aef3daf067d1bebf648ca84181c21a924560f9a9a1f1d1504c | 1041661579701325824 |
User Group - Problem Set Example
| user_group_problem_set_id | user_group_id | problem_set_id |
|---|---|---|
| 1053296011098509312 | 1041661579701325824 | 1053295797428080640 |
| 1053296069663563776 | 1041661419302744064 | 1053295797428080640 |
| 1057397021588357120 | 1041661419302744064 | 1057375475356430336 |
Problem Set Example
| problem_set_id | start_at | end_at |
|---|---|---|
| 1057375475356430336 | 2018-11-02 12:00:00 | 2018-11-21 12:00:00 |
| 1118521024520945664 | 2019-04-17 22:24:00 | 2019-04-18 22:24:00 |
| 1119973878406443008 | 2019-04-21 22:38:00 | 2019-04-28 22:38:00 |
Statistics
Detailed statistics of each course's students, problems, concepts, non_programming_logs and programming_logs can be found in statistics.xlsx.
CCLMF
Details can be found in README.md.
Citation
@inproceedings{hu2023ptadisc,
title={PTADisc: A Cross-Course Dataset Supporting Personalized Learning in Cold-Start Scenarios},
author={Hu, Liya and Dong, Zhiang and Chen, Jingyuan and Wang, Guifeng and Wang, Zhihua and Zhao, Zhou and Wu, Fei},
booktitle={Thirty-seventh Conference on Neural Information Processing Systems Datasets and Benchmarks Track},
year={2023}
}