| --- |
| license: apache-2.0 |
| task_categories: |
| - text-generation |
| - text-classification |
| language: |
| - en |
| tags: |
| - education |
| - neurodiverse |
| - ADHD |
| - dyslexia |
| - autism |
| - cognitive-profile |
| - adaptive-learning |
| - ml-intern |
| pretty_name: AdaptEd Cognitive Profile Dataset |
| --- |
| |
| # 🧠 AdaptEd Cognitive Profile Dataset |
|
|
| Dataset for **AdaptEd** — a Hybrid AI architecture for neurodiverse students. |
|
|
| ## Configs |
|
|
| ### `cognitive_profiles` |
| 5,000 synthetic student profiles with cognitive attributes and recommended teaching strategies. |
| |
| **Features:** age, condition (ADHD/dyslexia/autism/combined/neurotypical), adhd_level, dyslexia_severity, autism_score, focus_duration_min, reading_speed_wpm, audio_sensitivity, screen_sensitivity, learning_speed, ... |
| |
| **Labels:** pacing_target, reward_freq_target, gamification_target, chunk_size_target, tts_needed, opendyslexic_needed, low_stimulation_needed, font_size_target |
| |
| ### `sft_adaptations` |
| ChatML instruction-tuning dataset for fine-tuning LLMs to adapt educational content. |
|
|
| **Format:** `messages` column with system/user/assistant turns. |
| **System prompt** encodes the cognitive profile + adaptation rules. |
| **User** provides the original educational text. |
| **Assistant** provides the profile-adapted version. |
|
|
| <!-- ml-intern-provenance --> |
| ## Generated by ML Intern |
|
|
| This dataset repository was generated by [ML Intern](https://github.com/huggingface/ml-intern), an agent for machine learning research and development on the Hugging Face Hub. |
|
|
| - Try ML Intern: https://smolagents-ml-intern.hf.space |
| - Source code: https://github.com/huggingface/ml-intern |
|
|
| ## Usage |
|
|
| ```python |
| from datasets import load_dataset |
| |
| dataset = load_dataset('Tarun-2406/AdaptEd-CogProf-Dataset') |
| ``` |
|
|
