datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
CGM-JEPA-Pretraining
CGM-JEPA Pretraining Corpus
Continuous glucose monitor (CGM) time-series corpus used for self-supervised pretraining of CGM-JEPA, X-CGM-JEPA, GluFormer, and TS2Vec encoders in the paper CGM-JEPA: Learning Consistent Continuous Glucose Monitor Representations via Predictive Self-Supervised Pretraining.
Code: https://github.com/cruiseresearchgroup/CGM-JEPA
Pretraining-only corpus. For the labeled downstream-evaluation cohorts (insulin resistance and β-cell dysfunction classification)… See the full description on the dataset page: https://huggingface.co/datasets/CRUISEResearchGroup/CGM-JEPA-Pretraining.CGM-JEPA-Downstream
CGM-JEPA Downstream Evaluation Splits
Paper | Code
Labeled cohort splits used to evaluate CGM encoders on two binary metabolic outcomes — insulin resistance and β-cell dysfunction — in the paper CGM-JEPA: Learning Consistent Continuous Glucose Monitor Representations via Predictive Self-Supervised Pretraining.
Downstream-only. For the unlabeled pretraining corpus (Stanford + Colas), see CRUISEResearchGroup/CGM-JEPA-Pretraining. For pretrained encoder weights, see… See the full description on the dataset page: https://huggingface.co/datasets/CRUISEResearchGroup/CGM-JEPA-Downstream.CGM-MLP_natcomm2023_Cu-C-O
Cite this dataset Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. CGM-MLP natcomm2023 Cu-C-O. ColabFit, 2024. https://doi.org/10.60732/215303a5
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_xho213jy5pf9_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CGM-MLP_natcomm2023_Cu-C-O.CGM-MLP_natcomm2023_Cu-C-O_deposition
Cite this dataset Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. CGM-MLP natcomm2023 Cu-C-O deposition. ColabFit, 2024. https://doi.org/10.60732/ae9380c5
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_xzo1tvni8bay_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CGM-MLP_natcomm2023_Cu-C-O_deposition.CGM-MLP_natcomm2023_screening_carbon-cluster_Cu_test
Cite this dataset Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. CGM-MLP natcomm2023 screening carbon-cluster@Cu test. ColabFit, 2024. https://doi.org/10.60732/eb6e9ead
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_gkumjkncy8ft_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CGM-MLP_natcomm2023_screening_carbon-cluster_Cu_test.huberman_lab_AMA_5_Intrusive_Thoughts_CGMs_Behavioral_Change_Naps__NSDRCGM-MLP_natcomm2023_screening_graphite_train
Cite this dataset Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. CGM-MLP natcomm2023 screening graphite train. ColabFit, 2024. https://doi.org/10.60732/85590078
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_jasbxoigo7r4_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CGM-MLP_natcomm2023_screening_graphite_train.CGM-MLP_natcomm2023_screening_carbon-cluster_Cu_train
Cite this dataset Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. CGM-MLP natcomm2023 screening carbon-cluster@Cu train. ColabFit, 2024. https://doi.org/10.60732/9f0e607d
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_6sjhg1f8fv5j_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CGM-MLP_natcomm2023_screening_carbon-cluster_Cu_train.MLFF_CGMD
MLFF_CGMD: coarse-grained polymer MD trajectories
Langevin-dynamics trajectories of single coarse-grained bead-spring polymers
in implicit solvent, generated with LAMMPS (LJ reduced units throughout).
Intended as training data for machine-learned force fields / ML models of
coarse-grained polymer dynamics.
All code, the LAMMPS input script, and the exact sampling configuration used
to generate this dataset are at
github.com/ljding94/MLFF_CGMD.
Repository layout… See the full description on the dataset page: https://huggingface.co/datasets/ljding94/MLFF_CGMD.CGM-MLP_natcomm2023_screening_amorphous_carbon_test
Cite this dataset Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. CGM-MLP natcomm2023 screening amorphous carbon test. ColabFit, 2024. https://doi.org/10.60732/3e23c305
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_wt0m3lxcdy52_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CGM-MLP_natcomm2023_screening_amorphous_carbon_test.CGM-MLP_natcomm2023_screening_deposited-carbon_Cu_train
Cite this dataset Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. CGM-MLP natcomm2023 screening deposited-carbon@Cu train. ColabFit, 2024. https://doi.org/10.60732/535052eb
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_j6w4ru800ukq_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CGM-MLP_natcomm2023_screening_deposited-carbon_Cu_train.CGM-MLP_natcomm2023_Cu-C_deposition
Cite this dataset Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. CGM-MLP natcomm2023 Cu-C deposition. ColabFit, 2024. https://doi.org/10.60732/c3b4e684
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_vgy50b4qz4p7_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CGM-MLP_natcomm2023_Cu-C_deposition.CGM-MLP_natcomm2023_Cu-C_metal_surface
Cite this dataset Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. CGM-MLP natcomm2023 Cu-C metal surface. ColabFit, 2024. https://doi.org/10.60732/76552006
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_mo7q9ajg1lw8_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CGM-MLP_natcomm2023_Cu-C_metal_surface.CGM-MLP_natcomm2023_screening_amorphous_carbon_train
Cite this dataset Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. CGM-MLP natcomm2023 screening amorphous carbon train. ColabFit, 2024. https://doi.org/10.60732/f340d1d9
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_taxwl7jo4f8a_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CGM-MLP_natcomm2023_screening_amorphous_carbon_train.CGM-MLP_natcomm2023_screening_deposited-carbon_Cu_test
Cite this dataset Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. CGM-MLP natcomm2023 screening deposited-carbon@Cu test. ColabFit, 2024. https://doi.org/10.60732/8ad1a886
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_5r9dvov8nq7c_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CGM-MLP_natcomm2023_screening_deposited-carbon_Cu_test.CGM-MLP_natcomm2023_GAP_20
Cite this dataset Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. CGM-MLP natcomm2023 GAP 20. ColabFit, 2024. https://doi.org/10.60732/b996b7e0
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_qslbmhe4bcgg_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CGM-MLP_natcomm2023_GAP_20.CGM-MLP_natcomm2023_Ti-C_deposition
Cite this dataset Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. CGM-MLP natcomm2023 Ti-C deposition. ColabFit, 2024. https://doi.org/10.60732/4e8857ac
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_8frq3jczb0dt_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CGM-MLP_natcomm2023_Ti-C_deposition.CGM-MLP_natcomm2023_Cr-C_deposition
Cite this dataset Zhang, D., Yi, P., Lai, X., Peng, L., and Li, H. CGM-MLP natcomm2023 Cr-C deposition. ColabFit, 2024. https://doi.org/10.60732/e25bae2e
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_392q5d027yja_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/CGM-MLP_natcomm2023_Cr-C_deposition.CGM-eval-datacgm_glucose_datasetCMA_CGM_QAStardewTalkingDataCGMCgmH3wricodefuse-cgm-citation-50k
