Model

GPTKB entity

Statements (241)

Predicate	Object
gptkbp:instance_of	gptkb:C_programming_language gptkb:API gptkb:language
gptkbp:allows	multi-domain modeling
gptkbp:application	gptkb:Natural_Language_Processing
gptkbp:architecture	gptkb:Transformers
gptkbp:based_on	equations and algorithms
gptkbp:can	gptkb:Control electrical systems mechanical systems thermal systems fluid systems
gptkbp:can_be	a database
gptkbp:can_be_extended_by	gptkb:true
gptkbp:community	gptkb:Hugging_Face
gptkbp:dataset_used_for_pretraining	gptkb:Wikipedia gptkb:Book_Corpus
gptkbp:designed_for	modeling complex systems system modeling
gptkbp:developed_by	gptkb:Google gptkb:Object_Management_Group gptkb:Modelica_Association
gptkbp:evaluates	F1 score accuracy
gptkbp:features	multi-domain modeling
gptkbp:file_extension	.mo
gptkbp:filepath	string format
gptkbp:first_appearance	gptkb:1997
gptkbp:first_released	gptkb:1997
gptkbp:has_a_graphical_modeling_interface	gptkb:true
gptkbp:has_applications_in	gptkb:civil_aviation gptkb:Energy gptkb:Control gptkb:Telecommunications gptkb:automotive_industry gptkb:robotics biomedical engineering process engineering mechatronics building systems
gptkbp:has_community	gptkb:developers gptkb:users
gptkbp:has_variants	gptkb:UML_1.x gptkb:UML_2.x
https://www.w3.org/2000/01/rdf-schema#label	Model
gptkbp:improves	question answering sentiment analysis text classification
gptkbp:includes	state diagrams use case diagrams activity diagrams class diagrams sequence diagrams
gptkbp:influenced_by	gptkb:ELMo gptkb:GPT
gptkbp:input_output	contextual embeddings Word Piece tokens
gptkbp:inspired_by	gptkb:Transformers
gptkbp:is_a_framework_for	gptkb:Tensor_Flow gptkb:Py_Torch
gptkbp:is_a_tool_for	system design system optimization system analysis system validation
gptkbp:is_based_on	gptkb:Mathematics object-oriented design principles
gptkbp:is_compatible_with	other modeling languages
gptkbp:is_implemented_in	gptkb:Java gptkb:C gptkb:C++
gptkbp:is_influenced_by	Booch method Objectory OMT object-oriented programming languages Shlaer-Mellor method
gptkbp:is_open_source	gptkb:true
gptkbp:is_part_of	gptkb:the_Modelica_Association object-oriented programming software development lifecycle system engineering modeling methodologies
gptkbp:is_popular_in	gptkb:developers
gptkbp:is_recognized_for	its efficiency its accuracy its scalability its flexibility
gptkbp:is_related_to	agile methodologies software design patterns model-driven architecture
gptkbp:is_similar_to	gptkb:Simulink
gptkbp:is_standardized_by	gptkb:ISO/_IEC_19501 gptkb:ISO_13241 gptkb:ISO_13211
gptkbp:is_supported_by	gptkb:Autodesk_Inventor gptkb:Dymola gptkb:Ptolemy_II gptkb:Open_FOAM gptkb:Simulink gptkb:Rhinoceros_3_D gptkb:Catia gptkb:Maple_Sim gptkb:MATLAB gptkb:Fusion_360 gptkb:ANSYS gptkb:Wolfram_System_Modeler gptkb:Siemens_NX gptkb:IBM_Rational_Software_Architect gptkb:Inventor gptkb:Solid_Works gptkb:Altair_Hyper_Works gptkb:COMSOL_Multiphysics gptkb:System_C gptkb:Coppelia_Sim gptkb:JModelica.org gptkb:Modelon gptkb:Enterprise_Architect gptkb:Star_UML gptkb:Visual_Paradigm gptkb:Any_Logic gptkb:Modelica_Standard_Library gptkb:Open_Modelica gptkb:Simul8 gptkb:Blender gptkb:PTC_Creo various tools various modeling tools Eclipse UML Generators Simpack
gptkbp:is_taught_in	computer science courses software engineering courses
gptkbp:is_used_by	gptkb:Dymola gptkb:JModelica.org gptkb:MATLAB/_Simulink gptkb:Open_Modelica
gptkbp:is_used_for	API design educational purposes software maintenance user interface design data modeling enterprise architecture system integration database design requirements gathering test case generation code generation simulation of physical systems system documentation cloud architecture design legacy system modernization microservices architecture design service-oriented architecture design
gptkbp:is_used_in	gptkb:architecture gptkb:academic_research performance analysis project management industrial applications cost analysis system design business process modeling system analysis system integration business analysis safety analysis model-based design environmental impact analysis virtual prototyping
gptkbp:key_feature	transfer learning multi-head attention attention mechanism tokenization process layer normalization robustness to noise dropout for regularization bidirectional training adaptability to various languages contextualized word embeddings dynamic masking fine-tuning flexibility fine-tuning on specific tasks handling of long-range dependencies high performance on benchmarks large-scale pretraining positional embeddings scalability to larger datasets
gptkbp:language	English multilingual
gptkbp:library	gptkb:Control gptkb:Modelica_Standard_Library signal processing electrical systems mechanical systems chemical processes thermal systems fluid systems
gptkbp:license	Apache License 2.0
gptkbp:load_weights_on_restart	False
gptkbp:mode	auto
gptkbp:monitors	validation_loss
gptkbp:orbital_period	110 million 345 million (large version)
gptkbp:originated_in	continuously
gptkbp:pretraining_objective	Masked Language Model Next Sentence Prediction
gptkbp:provides	component-based modeling a way to visualize system architecture
gptkbp:release_date	gptkb:2018
gptkbp:repository	gptkb:Git_Hub
gptkbp:represents	data and business logic
gptkbp:save_freq	epoch
gptkbp:save_weights_only	False
gptkbp:saves_best_model	gptkb:True
gptkbp:successor	gptkb:Distil_BERT gptkb:Ro_BERTa ALBERT
gptkbp:suitable_for	large-scale simulations
gptkbp:supports	object-oriented programming fine-tuning visual modeling continuous and discrete events reusability of models
gptkbp:training	supervised learning unsupervised learning
gptkbp:used_for	software engineering
gptkbp:used_in	gptkb:Keras engineering simulations
gptkbp:uses	bidirectional context
gptkbp:verbose	gptkb:0
gptkbp:bfsParent	gptkb:Lana_Condor gptkb:Gemma_Chan gptkb:Charlize_Theron gptkb:award gptkb:Janelle_Monáe gptkb:Scarlett_Johansson gptkb:Dua_Lipa gptkb:Rihanna gptkb:Tinashe gptkb:Whitney_Houston gptkb:Iggy_Azalea gptkb:Kash_Doll gptkb:Biology
gptkbp:bfsLayer	3