polyssifierrun a multitude of classifiers on you data and get an AUC report
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numericslibrary of numerical methods using Armadillo
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HARRecognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.
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origami🎲 🔮 Comprehensive Cross-Validation Engine
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resamplrR package cross-validation, bootstrap, permutation, and rolling window resampling techniques for the tidyverse.
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CreditAn example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.
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timeseries-cvTime-Series Cross-Validation Module
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osprey🦅Hyperparameter optimization for machine learning pipelines 🦅
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subsemblesubsemble R package for ensemble learning on subsets of data
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modeltime.resampleResampling Tools for Time Series Forecasting with Modeltime
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assignPOPPopulation Assignment using Genetic, Non-genetic or Integrated Data in a Machine-learning Framework. Methods in Ecology and Evolution. 2018;9:439–446.
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MNISTHandwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.
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sanSpatial Modelling for Data Scientists
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mlr3spatiotempcvSpatiotemporal resampling methods for mlr3
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sklearndfDataFrame support for scikit-learn.
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scimple➖➖➖🔶➖➖ Tidy Simultaneous Confidence Intervals for Multinomial Proportions
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ml-stat-utilStatistical functions based on bootstrapping for computing confidence intervals and p-values comparing machine learning models and human readers
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DAtestCompare different differential abundance and expression methods
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ModelMetricsRapid Calculation of Model Metrics
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supervised-machine-learningThis repo contains regression and classification projects. Examples: development of predictive models for comments on social media websites; building classifiers to predict outcomes in sports competitions; churn analysis; prediction of clicks on online ads; analysis of the opioids crisis and an analysis of retail store expansion strategies using…
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leibnizLeibniz equivalence and Liskov substitutability library for Scala.
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samplicsSelect, weight and analyze complex sample data
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HADailySensorSensor for Home Assistant that gets reset at midnight
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