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model-calibration

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viniciusalbani / Estimating-Monitoring-and-Forecasting-COVID-19Epidemics

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We address the calibration of SEIR-like epidemiological models from daily reports of COVID-19 infections in New York City, during the period 01-Mar-2020 to 22-Aug-2020. Our models account for different types of disease severity, age range, sex and spatial distribution. The manuscript related to such simulations can be found in https://arxiv.org/…

calibration epidemiology model-calibration inverse-problems epidemic-model seir covid-19 covid covid19 seir-model seird-model
  • Updated Apr 9, 2021
  • MATLAB

somjit101 / NLP-CaseStudy-Personalized-Cancer-Diagnosis

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In this problem statement, a sequence of genetic mutations and clinical evidences, i.e. descriptive texts as recorded by domain experts are used to classify the mutations to conclusive categories, to be used for diagnosis of the patient.

nlp natural-language-processing naive-bayes-classifier ensemble-learning logistic-regression text-processing model-calibration hyperparameter-tuning nlp-machine-learning ensemble-model svm-classifier k-nearest-neighbours multinomial-naive-bayes linear-svm random-forest-classifier cancer-diagnosis majority-voting stacking-ensemble response-coding
  • Updated Jul 10, 2021
  • Jupyter Notebook

somjit101 / NLP-CaseStudy-Quora-Question-Similarity

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An application of NLP and classical ML algorithms to an interesting real-world use case of predicting similarity between two questions on Quora. This allows the platform to combine similar questions into one and combine their answers to avoid duplication and unnecessary confusion.

nlp machine-learning natural-language-processing text-mining svm scikit-learn cross-validation kaggle feature-extraction xgboost logistic-regression model-calibration feature-engineering gradient-boosting quora-question-pairs
  • Updated Sep 20, 2021
  • Jupyter Notebook

kochlisGit / Predictive-Maintainance-Tanzania-Water-Pumps

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In this project, I analyze, plot and clean Tanzania's Water Pump Dataset, which is provided by DrivenData.org for a competition.

python data-science machine-learning data-mining machine-learning-algorithms pandas data-visualization neural-networks data-analysis data-preprocessing model-calibration data-cleaning imbalanced-data imbalanced-learning random-forest-classifier predictive-maintenance data-imputation missing-values tanzania-water
  • Updated Jul 14, 2022
  • Jupyter Notebook

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