datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
student-grades-enrollment
University Student Grades & Enrollment Dataset (Free Sample)
This is a free sample with 2,553 rows. The full dataset has 38,567 rows across 5 tables.
Academic records for a simulated mid-size US university (4,200 students) over
6 semesters (Fall 2021 - Spring 2024). Includes student demographics, course
catalog, enrollment records, and grades with realistic GPA distributions.
Features grade inflation trend, prerequisite enforcement, major-specific
performance patterns, and two… See the full description on the dataset page: https://huggingface.co/datasets/mindweave/student-grades-enrollment.student-grades-demo
Student Grades Demo Dataset
This dataset contains student grades data with both true labels and noisy (corrupted) labels.
Dataset Description
The dataset includes:
Student exam scores (exam_1, exam_2, exam_3)
Notes field
True letter grades (letter_grade)
Noisy/corrupted letter grades (noisy_letter_grade)
This is useful for demonstrating and validating label error detection methods.
Usage
import pandas as pd
# Load the dataset
df =… See the full description on the dataset page: https://huggingface.co/datasets/Cleanlab/student-grades-demo.student-grades-regression
Student Grades Regression Dataset
This dataset contains student grades data for regression tasks. It is designed for demonstrating regression techniques and data quality methods.
Dataset Description
The dataset includes:
train.csv - Training data with student features and grade labels
test.csv - Test data for evaluation
This is a regression version of the student grades dataset, where the target variable is continuous.
Usage
import pandas as pd
# Load the… See the full description on the dataset page: https://huggingface.co/datasets/Cleanlab/student-grades-regression.DAWP_student_gradesPortugese_data.student_grades
Student_grades-readme
Initial dataset link: https://archive.ics.uci.edu/dataset/320/student+performance
Initial datasets merged for more generalized predictions
1 school - student's school (binary: 'GP' - Gabriel Pereira or 'MS' - Mousinho da Silveira)
2 sex - student's sex (binary: 'F' - female or 'M' - male)
3 age - student's age (numeric: from 15 to 22)
.
4 address - student's home address type (binary: 'U' - urban or 'R' - rural)
5 famsize - family size… See the full description on the dataset page: https://huggingface.co/datasets/DevidCipher/Portugese_data.student_grades.