cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22009880.v1
title: PTMTorrent: A Dataset for Mining Open-source Pre-trained Model Packages

description: Due to the cost of developing and training deep learning models from scratch, machine learning engineers have begun to reuse pre-trained models (PTMs) and fine-tune them for downstream tasks. PTM registries known as “model hubs” support engineers in distributing and reusing deep learning models. PTM packages include pre-trained weights, documentation, model architectures, datasets, and metadata. Mining the information in PTM packages will enable the discovery of engineering phenomena and tools to support software engineers. However, accessing this information is difficult — there are many PTM registries, and both the registries and the individual packages may have rate<br> limiting for accessing the data. <br> We present an open-source dataset, PTMTorrent, to facilitate the evaluation and understanding of PTM packages. This paper describes the creation, structure, usage, and limitations of the dataset. The dataset includes a snapshot of 5 model hubs and a total of 15,913 PTM packages. These packages are represented in a uniform data schema for cross-hub mining. We describe prior uses of this data and suggest research opportunities for mining using our dataset.
DOI: 10.34740/kaggle/dsv/4943906
title: OntoUML/UFO Catalog
DOI: 10.6084/m9.figshare.12199637
title: Supporting data and code for A global map of root biomass across the world's forests

description: This dataset contians supporting data and code for the manuscript: A global map of root biomass across the world's forests. <br> Folder data_orin include raw data and references. Python script data_merge_fill.py merges different raw databases, removes repeated entries and fills data gaps in environmental factors. Final output of data_merge_fill.py is site_filled_1kmv1.csv. Python scripts in fig folder include scripts for calculation and producing figures in the manuscript. pred_1km_15cover_1000_99.py is an example code to train a random forest model and to make a global forest root biomass map with a unit of weight biomass per tree. pred_1km_15cover_allometry_1000_99.py generates data used in Supplementary Figure 7 which estimates global forest root biomass through allometric equations. Folder budget_uncertainty contains code and calculations of the uncertainty of global and biome scale root biomass budget. <br> The pergridarea_agb.nc contains global forest aboveground biomass, pergridarea_bgb.nc is the belowground biomass, err_bgb_15_99_ncomm_revise.nc is uncertainty of belowground biomass maps with a resolution of 1km and the unit of Mg/ha (gridcell area).
DOI: 10.5517/ccdc.csd.cc2cnvyv
title: CCDC 2194798: Experimental Crystal Structure Determination

description: Related Article: Andrew Docker, Toby G. Johnson, Heike Kuhn, Zongyao Zhang, Matthew J. Langton|2023|J.Am.Chem.Soc.|145|2661|doi:10.1021/jacs.2c12892
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d7tp5
title: CCDC 2212057: Experimental Crystal Structure Determination

description: Related Article: Zhijin Xu, Xin Dong, Lei Wang, Huajie Wu, Yi Liu, Junhua Luo, Maochun Hong, Lina Li|2023|J.Am.Chem.Soc.|145|1524|doi:10.1021/jacs.2c12300
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d82sk
title: CCDC 2212308: Experimental Crystal Structure Determination

description: Related Article: Yu Wang, Huang Wu, Leighton O. Jones, Martín A. Mosquera, Charlotte L. Stern, George C. Schatz, J. Fraser Stoddart|2023|J.Am.Chem.Soc.|145|1855|doi:10.1021/jacs.2c11425
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d82tl
title: CCDC 2212309: Experimental Crystal Structure Determination

description: Related Article: Yu Wang, Huang Wu, Leighton O. Jones, Martín A. Mosquera, Charlotte L. Stern, George C. Schatz, J. Fraser Stoddart|2023|J.Am.Chem.Soc.|145|1855|doi:10.1021/jacs.2c11425
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d8n9n
title: CCDC 2212851: Experimental Crystal Structure Determination

description: Related Article: Liangbin Yu, Junjun Liu, Shiyu Xiang, Taotao Lu, Ping Ma, Qingyang Zhao|2023|Org.Lett.|25|522|doi:10.1021/acs.orglett.2c04234
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc21qxpd
title: CCDC 1898864: Experimental Crystal Structure Determination

description: Related Article: Ibrahim Kani|2023|Polyhedron|230|116237|doi:10.1016/j.poly.2022.116237
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d913w
title: CCDC 2213217: Experimental Crystal Structure Determination

description: Related Article: Yan-Ning Wang, Hao Xu, Shao-Dan Wang, Meng-Han Zhang, Yi-Tong Wang, Qing-Chen Qiu, Jun-Tai Bai, Yuan Mo, Wu-Yi Feng, Qing-Feng Yang|2023|Spectrochim.Acta,Part A|291|122369|doi:10.1016/j.saa.2023.122369
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c5x5n
title: CCDC 2180421: Experimental Crystal Structure Determination

description: Related Article: Krzysztof A. Konieczny, Martin Dračínský, Bartomiej M. Szyja, Ilona Turowska-Tyrk|2022|Cryst.Growth Des.|23|246|doi:10.1021/acs.cgd.2c00975
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c5x6p
title: CCDC 2180422: Experimental Crystal Structure Determination

description: Related Article: Krzysztof A. Konieczny, Martin Dračínský, Bartomiej M. Szyja, Ilona Turowska-Tyrk|2022|Cryst.Growth Des.|23|246|doi:10.1021/acs.cgd.2c00975
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c5x7q
title: CCDC 2180423: Experimental Crystal Structure Determination

description: Related Article: Krzysztof A. Konieczny, Martin Dračínský, Bartomiej M. Szyja, Ilona Turowska-Tyrk|2022|Cryst.Growth Des.|23|246|doi:10.1021/acs.cgd.2c00975
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c5x8r
title: CCDC 2180424: Experimental Crystal Structure Determination

description: Related Article: Krzysztof A. Konieczny, Martin Dračínský, Bartomiej M. Szyja, Ilona Turowska-Tyrk|2022|Cryst.Growth Des.|23|246|doi:10.1021/acs.cgd.2c00975
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c5x9s
title: CCDC 2180425: Experimental Crystal Structure Determination

description: Related Article: Krzysztof A. Konieczny, Martin Dračínský, Bartomiej M. Szyja, Ilona Turowska-Tyrk|2022|Cryst.Growth Des.|23|246|doi:10.1021/acs.cgd.2c00975
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c5xbt
title: CCDC 2180426: Experimental Crystal Structure Determination

description: Related Article: Krzysztof A. Konieczny, Martin Dračínský, Bartomiej M. Szyja, Ilona Turowska-Tyrk|2022|Cryst.Growth Des.|23|246|doi:10.1021/acs.cgd.2c00975
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c5xcv
title: CCDC 2180427: Experimental Crystal Structure Determination

description: Related Article: Krzysztof A. Konieczny, Martin Dračínský, Bartomiej M. Szyja, Ilona Turowska-Tyrk|2022|Cryst.Growth Des.|23|246|doi:10.1021/acs.cgd.2c00975
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c5xdw
title: CCDC 2180428: Experimental Crystal Structure Determination

description: Related Article: Krzysztof A. Konieczny, Martin Dračínský, Bartomiej M. Szyja, Ilona Turowska-Tyrk|2022|Cryst.Growth Des.|23|246|doi:10.1021/acs.cgd.2c00975
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.34740/kaggle/dsv/4943958
title: NSE-Scripts-Data
DOI: 10.5281/zenodo.7604278
title: Data-files-Annau-2023

description: This archive contains the data files required for use with the repository https://doi.org/10.5281/zenodo.7604267. Note, that the Docker image in the aforementioned repo contains the data files by default. Only use this data if building the Docker image locally. Its purpose is to get around the repo size limits on GitHub. After cloning the GitHub repo, place the data files in Annau-2023/Annau2023/ for a complete set of files required to build the Docker image.
DOI: 10.5281/zenodo.7604277
title: Data-files-Annau-2023

description: This archive contains the data files required for use with the repository https://doi.org/10.5281/zenodo.7604267. Note, that the Docker image in the aforementioned repo contains the data files by default. Only use this data if building the Docker image locally. Its purpose is to get around the repo size limits on GitHub. After cloning the GitHub repo, place the data files in Annau-2023/Annau2023/ for a complete set of files required to build the Docker image.
DOI: 10.34740/kaggle/dsv/4944068
title: 🇺🇦 Ukraine Conflict Twitter Dataset
DOI: 10.5281/zenodo.7604307
title: Investigating the Point of View of Project Management Practitioners on Technical Debt - A Study on Stack Exchange

description: Investigating the Point of View of Project Management Practitioners on Technical Debt - A Study on Stack Exchange. Journal of Software Engineering Research and Development (JSERD) 2023.
DOI: 10.5281/zenodo.7604306
title: Investigating the Point of View of Project Management Practitioners on Technical Debt - A Study on Stack Exchange

description: Investigating the Point of View of Project Management Practitioners on Technical Debt - A Study on Stack Exchange. Journal of Software Engineering Research and Development (JSERD) 2023.
DOI: 10.5281/zenodo.7604315
title: Gastric Neuroendocrine Neoplasms based SEER data and external institutional hospital data

description: The data including gastric neuroendocrine neoplasms based SEER data and external institutional hospital (First affiliated hospital of Soochow University) data aims to predict the predict the risk of lymph node metastasis among the gastric NENs patients based on the machine learning algorithms. Along with the paper titled Application of Machine Learning Algorithms to Predict Lymph Node Metastasis in Gastric Neuroendocrine Neoplasms, uploaded by author Lu Liu.
DOI: 10.5281/zenodo.7604314
title: Gastric Neuroendocrine Neoplasms based SEER data and external institutional hospital data

description: The data including gastric neuroendocrine neoplasms based SEER data and external institutional hospital (First affiliated hospital of Soochow University) data aims to predict the predict the risk of lymph node metastasis among the gastric NENs patients based on the machine learning algorithms. Along with the paper titled Application of Machine Learning Algorithms to Predict Lymph Node Metastasis in Gastric Neuroendocrine Neoplasms, uploaded by author Lu Liu.
DOI: 10.5517/ccdc.csd.cc2c5xfx
title: CCDC 2180429: Experimental Crystal Structure Determination

description: Related Article: Krzysztof A. Konieczny, Martin Dračínský, Bartomiej M. Szyja, Ilona Turowska-Tyrk|2022|Cryst.Growth Des.|23|246|doi:10.1021/acs.cgd.2c00975
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c5xgy
title: CCDC 2180430: Experimental Crystal Structure Determination

description: Related Article: Krzysztof A. Konieczny, Martin Dračínský, Bartomiej M. Szyja, Ilona Turowska-Tyrk|2022|Cryst.Growth Des.|23|246|doi:10.1021/acs.cgd.2c00975
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c5xj0
title: CCDC 2180432: Experimental Crystal Structure Determination

description: Related Article: Krzysztof A. Konieczny, Martin Dračínský, Bartomiej M. Szyja, Ilona Turowska-Tyrk|2022|Cryst.Growth Des.|23|246|doi:10.1021/acs.cgd.2c00975
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c5xk1
title: CCDC 2180433: Experimental Crystal Structure Determination

description: Related Article: Krzysztof A. Konieczny, Martin Dračínský, Bartomiej M. Szyja, Ilona Turowska-Tyrk|2022|Cryst.Growth Des.|23|246|doi:10.1021/acs.cgd.2c00975
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c5xl2
title: CCDC 2180434: Experimental Crystal Structure Determination

description: Related Article: Krzysztof A. Konieczny, Martin Dračínský, Bartomiej M. Szyja, Ilona Turowska-Tyrk|2022|Cryst.Growth Des.|23|246|doi:10.1021/acs.cgd.2c00975
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2c5xhz
title: CCDC 2180431: Experimental Crystal Structure Determination

description: Related Article: Krzysztof A. Konieczny, Martin Dračínský, Bartomiej M. Szyja, Ilona Turowska-Tyrk|2022|Cryst.Growth Des.|23|246|doi:10.1021/acs.cgd.2c00975
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d95fb
title: CCDC 2213351: Experimental Crystal Structure Determination

description: Related Article: Kuheli Pramanik, Zvonko Jagličić, Radovan Herchel, Paula Brandão, Narayan Ch. Jana, Anangamohan Panja|2023|Dalton Trans.|52|1241|doi:10.1039/D2DT03354B
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d95gc
title: CCDC 2213352: Experimental Crystal Structure Determination

description: Related Article: Kuheli Pramanik, Zvonko Jagličić, Radovan Herchel, Paula Brandão, Narayan Ch. Jana, Anangamohan Panja|2023|Dalton Trans.|52|1241|doi:10.1039/D2DT03354B
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d95hd
title: CCDC 2213353: Experimental Crystal Structure Determination

description: Related Article: Kuheli Pramanik, Zvonko Jagličić, Radovan Herchel, Paula Brandão, Narayan Ch. Jana, Anangamohan Panja|2023|Dalton Trans.|52|1241|doi:10.1039/D2DT03354B
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d95jf
title: CCDC 2213354: Experimental Crystal Structure Determination

description: Related Article: Kuheli Pramanik, Zvonko Jagličić, Radovan Herchel, Paula Brandão, Narayan Ch. Jana, Anangamohan Panja|2023|Dalton Trans.|52|1241|doi:10.1039/D2DT03354B
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d95kg
title: CCDC 2213355: Experimental Crystal Structure Determination

description: Related Article: Kuheli Pramanik, Zvonko Jagličić, Radovan Herchel, Paula Brandão, Narayan Ch. Jana, Anangamohan Panja|2023|Dalton Trans.|52|1241|doi:10.1039/D2DT03354B
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d95lh
title: CCDC 2213356: Experimental Crystal Structure Determination

description: Related Article: Kuheli Pramanik, Zvonko Jagličić, Radovan Herchel, Paula Brandão, Narayan Ch. Jana, Anangamohan Panja|2023|Dalton Trans.|52|1241|doi:10.1039/D2DT03354B
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d9901
title: CCDC 2213462: Experimental Crystal Structure Determination

description: Related Article: Mina Sadeghian, David Gómez de Segura, Mohsen Golbon Haghighi, Nasser Safari, Elena Lalinde, M. Teresa Moreno|2023|Inorg.Chem.|62|1513|doi:10.1021/acs.inorgchem.2c03668
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.