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GitHub topics: prognostic-models

nasa/prog_models

The NASA Prognostic Model Package is a Python framework focused on defining and building models for prognostics (computation of remaining useful life) of engineering systems, and provides a set of prognostics models for select components developed within this framework, suitable for use in prognostics applications for these components.

Size: 12.1 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 126 - Forks: 52

nasa/progpy

The NASA Prognostic Python Packages is a Python framework focused on defining and building models and algorit for prognostics (computation of remaining useful life) of engineering systems, and provides a set of models and algorithms for select components developed within this framework, suitable for use in prognostic applications.

Language: Python - Size: 38.6 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 97 - Forks: 18

raghavagps/skcm_prognostic_biomarker

Pronostic biomarkers for SKCM

Language: Jupyter Notebook - Size: 932 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

reykboerner/diusst

Conceptual models of oceanic diurnal warm layer dynamics

Language: Jupyter Notebook - Size: 270 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

JonathanP-code/Upland.me-Property-Price-Predictor

I wanted to use a neural network built with TensorFlow and Keras to predict future real estate prices based on property attributes like size, location, and market trends. Users can input details interactively, and the model provides a price prediction along with a 12-month forecast visualization.

Language: Python - Size: 13.7 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

smartdata-analysis-and-statistics/metamisc

This is the official repository of the R package metamisc

Language: R - Size: 8.11 MB - Last synced at: 7 days ago - Pushed at: 7 months ago - Stars: 7 - Forks: 0

espositomario/DTC-Recurrence-ML-SHAP

Benchmarking ML models for predicting DT Cancer recurrence with nested CV and explaining predictions with SHAP (XAI).

Language: Jupyter Notebook - Size: 70.8 MB - Last synced at: 11 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 1

RidgetopGroupInc/ARULE4Python

Implementation of UD_ARULE CLI version within Python to process feature data (FD) nodes of a system/system-of-systems to predict key prognostic parameters such as RUL, PH, and SoH

Language: Python - Size: 4.23 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

jubacochran/damage-propagation-modeling-NASA-jet-engine-

NASA Turbofan Jet Engine Propagation modeling

Language: Jupyter Notebook - Size: 109 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

philsf-biostat/SAR-2023-016-BH

Time-adjusted effect of socioeconomic status in mortality rates after brain injury: cohort study

Language: R - Size: 18 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

viv3ckj/CARSS

This repo contains the code used for the CARSS external validation project.

Language: R - Size: 17.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

philsf-biostat/SAR-2023-017-BH

Sensitivity of mortality rates to the imputation of missing socioeconomic data: cohort study

Language: R - Size: 663 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

konny1990/Paper_PrognosticModelRRMS

Reproduce results from the paper "Development, validation and clinical usefulness of a prognostic model for relapse in relapsing-remitting multiple sclerosis. K. Chalkou et. al. Diagn Progn Res . 2021 Oct 27;5(1):17. doi: 10.1186/s41512-021-00106-6."

Language: R - Size: 479 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

philsf-biostat/SAR-2023-004-BH

Effect of socioeconomic status in mortality rates after brain injury: cohort study

Language: R - Size: 16.2 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

ngiangre/mccv

Language: JavaScript - Size: 34.7 MB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

philsf-biostat/philsf-biostat.github.io

Language: JavaScript - Size: 28.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

kaushikmupadhya/Anomaly-Detection-in-Time-Series-Data

Anomaly Detection in Time Series Data using Autoencoders approach.

Size: 3.83 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

philsf-biostat/SAR-2022-014-MM

Prognóstico de componentes hematológicos após ATQ bilateral simultânea em centro cirúrgico de referência

Language: R - Size: 4.94 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

philsf-biostat/Portfolio

Consultorias em Estatística Médica e Epidemiologia Clínica. CNPJ:42.154.074/0001-22

Size: 58.6 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

philsf-biostat/SAR-2021-001-LT

Survival analysis of events attributed to PJI in patients that undergone TJA surgeries

Language: R - Size: 4.97 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

philsf-biostat/SAR-2021-002-JF

Implant failure rates in a knee prosthesis sub-population of the Helios Klinikum Berlin-Buch hospitals

Language: R - Size: 3.62 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

philsf-biostat/SAR-2021-008-JB

Prognóstico de sobrevida em cativeiro de Tityus bahiensis capturados em Americana/SP

Language: R - Size: 881 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

philsf-biostat/SAR-2021-006-MC

Language: R - Size: 42 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

Related Keywords
prognostic-models 23 longitudinal-studies 10 epidemiology 7 survival-analysis 6 cohort-studies 5 machine-learning 4 incidence 4 python 4 prognostics-health-management 3 r 3 portfolio 2 medical-statistics 2 efficacy 2 diagnostic-model 2 cross-sectional 2 modeling 2 prognostics 2 biomarkers 2 simulation 2 deep-learning 1 autoencoder 1 anomaly-detection 1 technical-report 1 prevalence 1 ecological-studies 1 integrated-system-health-management 1 modeling-and-simulation 1 critical-appraisal 1 concordance-analysis 1 case-control 1 bioassay 1 package 1 machine-learning-algorithms 1 discovery 1 cox-regression 1 mortality-estimation 1 statistical-analysis 1 statistical-analyses 1 scientific-writing 1 reports 1 report 1 r-notebook 1 r-markdown 1 exploratory-data-analysis 1 data-analysis 1 biostatistics 1 cohort 1 time-series-analysis 1 research-and-development 1 remaining-useful-life-prediction 1 neural-networks 1 nasa-data 1 diagnostics 1 observational-data 1 svm 1 shap 1 explainable-ai 1 cancer-prediction 1 r-package 1 sea-surface-temperature 1 prognosis 1 meta-analysis 1 cran 1 tensorflow 1 sklearn 1 matplotlib 1 property 1 prediction-model 1 prediction 1 numpy 1 nft 1 neural-network 1 sensitivity-analysis 1 validation 1 discrimination 1 clinical-prediction-models 1 carss 1 calibration 1 expression-profiles 1 air-sea-interactions 1 climate-model 1 diurnal-cycle 1 regression-models 1 predictive-maintenance 1 nasa 1 industry 1 ai 1 predictive-analytics 1 executable 1 thyroid-cancer 1