Datasets:

Tarun-2406
/

AdaptEd-CogProf-Dataset

age int64	condition large_string	adhd_level float64	dyslexia_severity float64	autism_score float64	focus_duration_min int64	reading_speed_wpm int64	audio_sensitivity float64	screen_sensitivity float64	prefers_visual int64	prefers_audio int64	math_interest float64	art_interest float64	science_interest float64	learning_speed large_string	font_size_target int64	pacing_target large_string	reward_freq_target large_string	gamification_target large_string	chunk_size_target large_string	tts_needed int64	opendyslexic_needed int64	low_stimulation_needed int64
10	ADHD	0.514919	0	0	5	120	0.038141	0.77442	0	1	0.424852	0.325683	0.280489	medium	18	fast	high	high	micro	0	0	0
17	combined	0.769045	0.544215	0	3	93	0.807412	0.772563	0	0	0.143088	0.27095	0.450419	slow	20	fast	high	medium	micro	1	1	0
14	neurotypical	0	0	0	37	257	0.199252	0.676841	0	1	0.568653	0.689719	0.307586	fast	14	standard	low	low	standard	0	0	0
16	ADHD	0.5019	0	0	6	161	0.740465	0.762892	0	0	0.37618	0.22155	0.29339	slow	18	fast	high	high	micro	0	0	0
13	autism	0	0	0.704293	19	200	0.640667	0.526942	0	1	0.704304	0.463455	0.195486	slow	16	predictable	low	none	structured	0	0	1
13	neurotypical	0	0	0	21	229	0.137371	0.903316	0	1	0.207789	0.48597	0.557997	medium	14	standard	low	low	standard	0	0	0
17	ADHD	0.777648	0	0	4	164	0.835033	0.953092	0	0	0.523391	0.085163	0.092467	fast	18	fast	high	high	micro	0	0	0
6	dyslexia	0	0.750925	0	20	79	0.044683	0.472726	1	1	0.422103	0.120595	0.370462	medium	22	slow	medium	low	small	1	1	0
9	combined	0.414069	0.521215	0	9	125	0.838675	0.340593	1	1	0.029626	0.273327	0.992586	medium	18	fast	high	medium	micro	1	1	0
10	ADHD	0.568974	0	0	8	174	0.359392	0.799779	1	0	0.707899	0.354019	0.603041	medium	16	fast	high	high	micro	0	0	0
7	combined	0.643926	0.350762	0	7	81	0.436668	0.630583	1	0	0.632832	0.383834	0.235521	fast	20	fast	high	medium	micro	1	1	0
18	neurotypical	0	0	0	20	256	0.986916	0.718634	0	0	0.989209	0.590283	0.336959	slow	14	standard	low	low	standard	0	0	0
17	dyslexia	0	0.968641	0	12	89	0.680397	0.692544	1	1	0.673987	0.597487	0.934422	medium	22	slow	medium	low	small	1	1	0
7	autism	0	0	0.768165	25	200	0.744814	0.928336	1	1	0.415026	0.141502	0.39554	medium	18	predictable	low	none	structured	0	0	1
10	combined	0.458759	0.455933	0	9	96	0.95603	0.78292	0	0	0.251338	0.413783	0.302479	medium	20	fast	high	medium	micro	1	1	0
14	dyslexia	0	0.80089	0	13	81	0.230511	0.714922	1	1	0.837343	0.433699	0.713477	slow	22	slow	medium	low	small	1	1	0
13	autism	0	0	0.911671	40	200	0.698253	0.949379	1	1	0.283553	0.824694	0.23189	slow	18	predictable	low	none	structured	0	0	1
17	combined	0.526764	0.428175	0	5	135	0.134606	0.183451	0	0	0.895599	0.593553	0.369874	fast	20	fast	high	medium	micro	1	1	0
8	autism	0	0	0.631866	14	200	0.695923	0.972616	1	1	0.087028	0.799775	0.238631	slow	18	predictable	low	none	structured	0	0	1
8	dyslexia	0	0.587104	0	13	72	0.524378	0.829408	0	1	0.416303	0.150349	0.067048	slow	22	slow	medium	low	small	1	1	0
7	autism	0	0	0.534746	19	200	0.985198	0.641909	0	0	0.826475	0.603364	0.026839	slow	16	predictable	low	none	structured	0	0	1
14	combined	0.513106	0.461736	0	10	108	0.191262	0.010935	1	1	0.893937	0.407113	0.543473	medium	18	fast	high	medium	micro	1	1	0
6	dyslexia	0	0.535416	0	19	91	0.417987	0.671424	0	1	0.576454	0.642987	0.211646	fast	18	slow	medium	low	small	1	1	0
11	neurotypical	0	0	0	43	240	0.138407	0.769307	1	0	0.339002	0.316792	0.880631	medium	14	standard	low	low	standard	0	0	0
15	combined	0.359722	0.438658	0	4	71	0.466242	0.423814	1	1	0.58944	0.14801	0.888784	slow	18	fast	high	medium	micro	1	1	0
7	dyslexia	0	0.871236	0	20	105	0.116556	0.822015	1	1	0.067499	0.943359	0.471546	fast	22	slow	medium	low	small	1	1	0
7	combined	0.412242	0.625453	0	5	102	0.735221	0.442693	1	0	0.59249	0.39749	0.932142	medium	20	fast	high	medium	micro	1	1	0
12	combined	0.415823	0.473203	0	7	80	0.077574	0.696954	1	1	0.622583	0.510657	0.513599	medium	18	fast	high	medium	micro	1	1	0
13	neurotypical	0	0	0	34	234	0.190137	0.207475	1	1	0.356485	0.899756	0.853422	slow	14	standard	low	low	standard	0	0	0
7	neurotypical	0	0	0	27	187	0.480963	0.804448	1	0	0.992383	0.202332	0.828272	fast	14	standard	low	low	standard	0	0	0
17	autism	0	0	0.612059	31	200	0.721167	0.592452	1	1	0.284382	0.32252	0.567275	fast	14	predictable	low	none	structured	0	0	1
9	ADHD	0.722481	0	0	4	147	0.634824	0.940774	1	0	0.283782	0.924332	0.102593	slow	16	fast	high	high	micro	0	0	0
12	combined	0.756958	0.380308	0	4	109	0.982956	0.060396	1	1	0.372925	0.268685	0.554642	fast	18	fast	high	medium	micro	1	1	0
17	ADHD	0.915709	0	0	7	128	0.878451	0.222573	1	0	0.078352	0.049266	0.468752	slow	16	fast	high	high	micro	0	0	0
14	dyslexia	0	0.982575	0	15	81	0.344391	0.924468	1	1	0.312172	0.163217	0.254574	fast	20	slow	medium	low	small	1	1	0
6	neurotypical	0	0	0	23	180	0.935414	0.892494	1	0	0.355744	0.61553	0.328552	medium	14	standard	low	low	standard	0	0	0
18	ADHD	0.588554	0	0	2	129	0.666223	0.318614	0	0	0.810755	0.806227	0.10705	slow	16	fast	high	high	micro	0	0	0
16	dyslexia	0	0.848445	0	12	79	0.37453	0.081275	0	1	0.837308	0.642317	0.901479	slow	18	slow	medium	low	small	1	1	0
9	ADHD	0.579793	0	0	2	164	0.825548	0.267028	1	0	0.424306	0.363122	0.495721	slow	16	fast	high	high	micro	0	0	0
6	autism	0	0	0.957563	29	200	0.820832	0.887757	0	1	0.914441	0.695626	0.703769	medium	16	predictable	low	none	structured	0	0	1
13	dyslexia	0	0.985569	0	12	68	0.111951	0.415502	1	1	0.552525	0.511986	0.779197	medium	18	slow	medium	low	small	1	1	0
9	dyslexia	0	0.785812	0	17	117	0.738024	0.21847	0	1	0.256457	0.918203	0.409138	medium	18	slow	medium	low	small	1	1	0
6	dyslexia	0	0.826126	0	13	70	0.469067	0.846537	0	1	0.573865	0.279277	0.245789	slow	22	slow	medium	low	small	1	1	0
9	autism	0	0	0.745368	24	200	0.684904	0.925651	0	1	0.148367	0.857327	0.235141	medium	16	predictable	low	none	structured	0	0	1
6	autism	0	0	0.876015	21	200	0.957825	0.789061	1	1	0.500851	0.555781	0.83701	slow	16	predictable	low	none	structured	0	0	1
14	autism	0	0	0.886004	26	200	0.782526	0.548252	1	1	0.996686	0.186319	0.340983	medium	18	predictable	low	none	structured	0	0	1
17	autism	0	0	0.516536	17	200	0.620224	0.680188	0	0	0.192763	0.83293	0.836977	slow	16	predictable	low	none	structured	0	0	1
18	combined	0.581304	0.604314	0	9	111	0.324621	0.169897	0	1	0.588988	0.634536	0.175156	medium	18	fast	high	medium	micro	1	1	0
12	combined	0.438678	0.519396	0	7	86	0.386885	0.119445	0	0	0.361335	0.8013	0.054502	slow	18	fast	high	medium	micro	1	1	0
17	neurotypical	0	0	0	45	250	0.892757	0.135785	1	0	0.453513	0.888266	0.021273	medium	14	standard	low	low	standard	0	0	0
6	combined	0.308019	0.311178	0	3	113	0.598205	0.048665	1	0	0.928821	0.374645	0.23854	slow	18	fast	high	medium	micro	1	1	0
15	dyslexia	0	0.616721	0	18	120	0.189275	0.732541	1	1	0.766153	0.87665	0.157227	fast	20	slow	medium	low	small	1	1	0
8	neurotypical	0	0	0	39	229	0.539624	0.583324	0	0	0.704455	0.654717	0.776608	fast	14	standard	low	low	standard	0	0	0
9	neurotypical	0	0	0	33	248	0.5517	0.796467	0	1	0.512726	0.959592	0.210394	fast	14	standard	low	low	standard	0	0	0
17	ADHD	0.990129	0	0	6	130	0.89459	0.866969	1	0	0.05837	0.265377	0.1862	fast	16	fast	high	high	micro	0	0	0
6	ADHD	0.997231	0	0	3	158	0.285056	0.587832	0	1	0.318933	0.311758	0.539576	slow	16	fast	high	high	micro	0	0	0
14	ADHD	0.943299	0	0	7	161	0.85084	0.203123	1	0	0.435879	0.615037	0.225024	slow	16	fast	high	high	micro	0	0	0
15	autism	0	0	0.832494	34	200	0.788466	0.766295	0	1	0.153565	0.227358	0.563521	medium	16	predictable	low	none	structured	0	0	1
7	dyslexia	0	0.423351	0	13	101	0.155561	0.794274	0	1	0.546316	0.20682	0.045115	medium	18	slow	medium	low	small	1	1	0
6	ADHD	0.872732	0	0	7	172	0.25469	0.212966	1	1	0.218324	0.941518	0.775949	slow	16	fast	high	high	micro	0	0	0
15	autism	0	0	0.558576	20	200	0.668759	0.759423	1	0	0.281752	0.250322	0.966602	medium	14	predictable	low	none	structured	0	0	1
16	neurotypical	0	0	0	25	242	0.621812	0.539263	1	1	0.199363	0.897153	0.254942	fast	14	standard	low	low	standard	0	0	0
8	dyslexia	0	0.996048	0	19	61	0.25647	0.891582	1	1	0.045458	0.405606	0.076859	slow	18	slow	medium	low	small	1	1	0
13	neurotypical	0	0	0	41	234	0.26477	0.430204	0	0	0.033001	0.215533	0.485908	slow	14	standard	low	low	standard	0	0	0
16	dyslexia	0	0.488383	0	18	102	0.870119	0.295982	1	1	0.752266	0.030191	0.850659	medium	22	slow	medium	low	small	1	1	0
18	neurotypical	0	0	0	25	267	0.242424	0.376055	1	1	0.113888	0.563851	0.592227	fast	14	standard	low	low	standard	0	0	0
14	neurotypical	0	0	0	27	261	0.587768	0.010949	0	0	0.592365	0.988437	0.058702	fast	14	standard	low	low	standard	0	0	0
17	combined	0.529478	0.381445	0	5	81	0.567238	0.85797	0	1	0.116217	0.519752	0.698114	slow	20	fast	high	medium	micro	1	1	0
7	neurotypical	0	0	0	27	224	0.227149	0.495998	0	1	0.86682	0.109196	0.520216	fast	14	standard	low	low	standard	0	0	0
10	autism	0	0	0.665179	6	200	0.77581	0.805415	0	0	0.79108	0.274678	0.849863	medium	14	predictable	low	none	structured	0	0	1
11	dyslexia	0	0.842433	0	18	64	0.977221	0.293664	0	1	0.688446	0.803071	0.533193	fast	18	slow	medium	low	small	1	1	0
18	neurotypical	0	0	0	34	267	0.328421	0.603457	1	0	0.659231	0.656271	0.751524	medium	14	standard	low	low	standard	0	0	0
14	autism	0	0	0.943661	25	200	0.971418	0.714271	0	0	0.705754	0.291133	0.526563	fast	14	predictable	low	none	structured	0	0	1
9	combined	0.624064	0.325539	0	6	73	0.411203	0.111973	0	0	0.518896	0.484682	0.041036	fast	20	fast	high	medium	micro	1	1	0
17	autism	0	0	0.565243	17	200	0.897035	0.560177	1	0	0.650248	0.210033	0.384049	slow	14	predictable	low	none	structured	0	0	1
7	combined	0.360538	0.61758	0	7	110	0.292835	0.904139	0	0	0.105404	0.063807	0.085715	medium	20	fast	high	medium	micro	1	1	0
14	dyslexia	0	0.660214	0	20	119	0.648336	0.69456	0	1	0.578942	0.811795	0.912968	medium	22	slow	medium	low	small	1	1	0
13	neurotypical	0	0	0	30	227	0.444376	0.383488	0	0	0.927773	0.755954	0.832606	medium	14	standard	low	low	standard	0	0	0
16	combined	0.795701	0.566322	0	4	80	0.016872	0.433833	0	0	0.961583	0.067029	0.928615	medium	18	fast	high	medium	micro	1	1	0
18	dyslexia	0	0.795746	0	14	87	0.843287	0.071462	1	1	0.578494	0.494945	0.656864	slow	22	slow	medium	low	small	1	1	0
8	combined	0.593781	0.687748	0	3	102	0.463007	0.704124	0	1	0.040377	0.082456	0.445142	fast	20	fast	high	medium	micro	1	1	0
13	autism	0	0	0.78337	17	200	0.964944	0.778075	1	0	0.668293	0.271517	0.351644	medium	18	predictable	low	none	structured	0	0	1
12	combined	0.713472	0.580389	0	7	139	0.926335	0.905211	1	0	0.693425	0.134277	0.875696	medium	20	fast	high	medium	micro	1	1	0
8	autism	0	0	0.704163	10	200	0.852471	0.59255	1	0	0.541183	0.463698	0.997594	slow	14	predictable	low	none	structured	0	0	1
13	dyslexia	0	0.463505	0	14	64	0.850611	0.999191	0	1	0.1455	0.322157	0.961074	medium	22	slow	medium	low	small	1	1	0
6	ADHD	0.794847	0	0	5	168	0.209857	0.918984	1	0	0.240702	0.750212	0.496382	slow	18	fast	high	high	micro	0	0	0
6	autism	0	0	0.537621	12	200	0.75093	0.873193	1	0	0.358106	0.859663	0.45923	slow	16	predictable	low	none	structured	0	0	1
11	ADHD	0.908769	0	0	5	166	0.29365	0.107523	1	0	0.107222	0.728932	0.36611	slow	16	fast	high	high	micro	0	0	0
17	autism	0	0	0.963135	28	200	0.946817	0.803925	0	0	0.264633	0.325969	0.935153	slow	14	predictable	low	none	structured	0	0	1
7	autism	0	0	0.945626	27	200	0.783209	0.901704	1	1	0.684276	0.802779	0.718948	fast	14	predictable	low	none	structured	0	0	1
17	ADHD	0.720674	0	0	8	175	0.198722	0.955844	0	0	0.633301	0.544993	0.139928	slow	16	fast	high	high	micro	0	0	0
8	ADHD	0.936181	0	0	4	160	0.490415	0.213993	1	0	0.486606	0.208531	0.134321	fast	18	fast	high	high	micro	0	0	0
10	neurotypical	0	0	0	43	213	0.738475	0.796309	1	1	0.357068	0.506241	0.242168	medium	14	standard	low	low	standard	0	0	0
11	autism	0	0	0.73378	23	200	0.746485	0.717363	0	1	0.185062	0.464389	0.390149	medium	16	predictable	low	none	structured	0	0	1
7	dyslexia	0	0.635707	0	15	76	0.942411	0.949709	0	1	0.423283	0.146253	0.518448	medium	22	slow	medium	low	small	1	1	0
15	neurotypical	0	0	0	33	204	0.724518	0.121704	0	0	0.940696	0.740642	0.35839	medium	14	standard	low	low	standard	0	0	0
9	neurotypical	0	0	0	29	263	0.982758	0.569037	1	0	0.091851	0.327036	0.808086	medium	14	standard	low	low	standard	0	0	0
16	combined	0.535333	0.687162	0	9	92	0.714565	0.282725	0	0	0.330511	0.702905	0.664679	medium	18	fast	high	medium	micro	1	1	0
8	ADHD	0.688395	0	0	4	168	0.971126	0.554001	1	1	0.361006	0.518829	0.887099	slow	16	fast	high	high	micro	0	0	0
11	autism	0	0	0.717425	36	200	0.926426	0.709348	1	1	0.023395	0.722786	0.505665	fast	16	predictable	low	none	structured	0	0	1

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🧠 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.

Generated by ML Intern

This dataset repository was generated by 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

from datasets import load_dataset

dataset = load_dataset('Tarun-2406/AdaptEd-CogProf-Dataset')

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