datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
numina-dropout-entropy-fix
Dataset: numina-dropout-entropy-fix
This dataset was uploaded from /mnt/yulan_pretrain/mount/data_final_train_qwen3/numina-dropout-entropy-fix/stage_1/tmp.
openmathinstruct-dropout
Dataset: openmathinstruct-dropout
This dataset was uploaded from /mnt/yulan_pretrain/mount/data_final_train_qwen3/openmathinstruct-dropout/stage_1/tmp.
numina-dropout
Dataset: numina-dropout
This dataset was uploaded from /mnt/yulan_pretrain/mount/data_final_train_qwen3/numina-dropout/stage_1/tmp.
numina-dropout-llama3-entropy
Dataset: numina-dropout-llama3-entropy
This dataset was uploaded from /mnt/yulan_pretrain/mount/data_final_train_llama3/numina-dropout-entropy/stage_1/tmp.
numina-dropout-entropy
Dataset: numina-dropout-entropy
This dataset was uploaded from /mnt/yulan_pretrain/mount/data_final_train_qwen3/numina-dropout-entropy/stage_1/tmp.
test-agent-dropout-yulan
Dataset: test-agent-dropout-yulan
This dataset was uploaded from /mnt/yulan_pretrain/mount/data_final_train/test-agent-dropout/stage_1/tmp.
openmathinstruct-dropout-entropy
Dataset: openmathinstruct-dropout-entropy
This dataset was uploaded from /mnt/yulan_pretrain/mount/data_final_train_qwen3/openmathinstruct-dropout-entropy/stage_1/tmp.
numina-dropout-llama3
Dataset: numina-dropout-llama3
This dataset was uploaded from /mnt/yulan_pretrain/mount/data_final_train_llama3/numina-dropout/stage_1/tmp.
test-agent-dropout
Dataset: test-agent-dropout
This dataset was uploaded from /mnt/yulan_pretrain/mount/data_final_train_qwen3/test-agent-dropout/stage_1/tmp.
adilshamim8_predict-students-dropout-and-academic-success
Student Dropout & Success Prediction Dataset
Classify dropout, enrolled, or graduate status using 36 student features
Dataset Info
Source: Kaggle
Original Size: 0.10 MB
Kaggle Downloads: 5,519
Files: 1
Files
students_dropout_academic_success.csv
Mirrored from Kaggle
numina-dropout-merge
Dataset: numina-dropout-merge
This dataset was uploaded from /mnt/yulan_pretrain_142_2/mount/data_final_train_qwen3/numina-dropout-merge/stage_1.
mini_c4_en_t5_512seqlen
Dataset Card for "mini_c4_en_t5_512seqlen"
More Information needed
africa-synth-education-dropout-rates-nigeria
Africa Synth Education Dropout Rates Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: education - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Education… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-education-dropout-rates-nigeria.clinical-quad-digital-endpoint-dropout-device-nonwear-endpoint-confidence-collapse-v0.1Clinical Quad Digital Endpoint Dropout Device Non Wear Imputation Endpoint Confidence Collapse v0.1
Each row is a site monthly snapshot.
Core quad
Digital endpoint dropoutDevice non wearImputationEndpoint confidence collapse
Target
label_primary_fail_next_90d
Files
data/train.csvdata/tester.csvscorer.py
Evaluation
Run model on data/tester.csvReturn predictions row alignedScore with scorer.py
License
MIT
This dataset identifies a measurable coupling pattern associated with systemic instability.… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-digital-endpoint-dropout-device-nonwear-endpoint-confidence-collapse-v0.1.exp_7_2_info_dropout_type_specificabdullah0a_student-dropout-analysis-and-prediction-dataset
Student Dropout Analysis and Prediction Dataset
Insights into Factors Influencing Student Dropout Rates
Dataset Info
Source: Kaggle
Original Size: 0.01 MB
Kaggle Downloads: 4,093
Files: 1
Files
student dropout.csv
Mirrored from Kaggle
africa-mauritius-dropout-island-of-mauritius-d79b92fd
Dropout Island of Mauritius | Africa (MDPA)
22 rows - 1 Africa country/area - 2005-2015 - 2 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 22 rows from MDPA, covering Dropout Island of Mauritius. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Education datasets help analysts study access, participation… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-dropout-island-of-mauritius-d79b92fd.exp_7_2_info_dropout_random_30clinical-quad-dropout-ae-burden-visit-burden-endpoint-missingness-v0.1Clinical Quad Dropout AE Burden Visit Burden Endpoint Missingness v0.1
Each row is a site monthly snapshot.
Core quad
Dropout rateAE burdenVisit burdenEndpoint missingness
Target
label_primary_fail_next_90d
Files
data/train.csvdata/tester.csvscorer.py
Evaluation
Run model on data/tester.csvReturn predictions row alignedScore with scorer.py
License
MIT
This dataset identifies a measurable coupling pattern associated with systemic instability.
The sample demonstrates the geometry.… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-dropout-ae-burden-visit-burden-endpoint-missingness-v0.1.agentlans__Qwen2.5-0.5B-Instruct-CrashCourse-dropout-details
Dataset Card for Evaluation run of agentlans/Qwen2.5-0.5B-Instruct-CrashCourse-dropout
Dataset automatically created during the evaluation run of model agentlans/Qwen2.5-0.5B-Instruct-CrashCourse-dropout
The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task.
The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/agentlans__Qwen2.5-0.5B-Instruct-CrashCourse-dropout-details.synthetic_dropout_dataset_vietnam_100k_final_lhu
Student Dropout Prediction Dataset (Lac Hong University - Synthetic)
This dataset is a synthetically generated dataset representing student academic and behavioral data at Lac Hong University.
It is intended for machine learning tasks that predict student dropout risks.
📊 Features
StudentID: Unique student identifier (format: 1YYxxxxxx)
LUC: Lack of University Commitment (Likert 1–5)
DCC: Degree Commitment Conflict (Likert 1–5)
ITM: Ineffective Time Management (Likert… See the full description on the dataset page: https://huggingface.co/datasets/LHUThacSi/synthetic_dropout_dataset_vietnam_100k_final_lhu.distance_random_dropout_0.7agentlans__Qwen2.5-0.5B-Instruct-CrashCourse-dropoutclinical-quad-dropout-ae-burden-efficacy-lag-informative-censoring-v0.1Clinical Quad Dropout AE Burden Efficacy Lag Informative Censoring v0.1
Each row is a site week snapshot.
Core quad
Dropout rateAE burdenEfficacy lagInformative censoring
Target
label_analysis_fail_next_60d
Files
data/train.csvdata/tester.csvscorer.py
Evaluation
Run model on data/tester.csvReturn predictions row alignedScore with scorer.py
License
MIT
mlx_dropouts_imagesdistance_random_dropout_0.6