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TrueLearn 1.1.0 documentation
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TrueLearn 1.1.0 documentation
  • Getting Started
  • Examples
    • BarPlotter Example
    • BubblePlotter Example
    • DotPlotter Example
    • LinePlotter Example
    • PiePlotter Example
    • RadarPlotter Example
    • RosePlotter Example
    • TreePlotter Example
    • TrueLearn Experiments
    • Wikifier Example
    • WordPlotter Example
  • API Reference
  • truelearn.base: Contains the base classes for the library
    • truelearn.base.BaseClassifier
  • truelearn.datasets: Contains utilities for using datasets
    • truelearn.datasets.PEEKKnowledgeComponentGenerator
    • truelearn.datasets.load_peek_dataset
    • truelearn.datasets.load_peek_dataset_raw
  • truelearn.learning: Contains the classifiers for learning
    • truelearn.learning.INKClassifier
    • truelearn.learning.InterestClassifier
    • truelearn.learning.KnowledgeClassifier
    • truelearn.learning.NoveltyClassifier
    • truelearn.learning.EngageClassifier
    • truelearn.learning.PersistentClassifier
    • truelearn.learning.MajorityClassifier
  • truelearn.models: Contains the representations used for learning
    • truelearn.models.BaseKnowledgeComponent
    • truelearn.models.EventModel
    • truelearn.models.LearnerModel
    • truelearn.models.LearnerMetaWeights
    • truelearn.models.KnowledgeComponent
    • truelearn.models.HistoryAwareKnowledgeComponent
    • truelearn.models.Knowledge
  • truelearn.preprocessing: Contains preprocessing functions and classes
    • truelearn.preprocessing.Wikifier
    • truelearn.preprocessing.get_values_mean
    • truelearn.preprocessing.get_values_sample_std
    • truelearn.preprocessing.get_values_population_std
  • truelearn.utils.metrics: Contains functions to generate metrics
    • truelearn.utils.metrics.get_precision_score
    • truelearn.utils.metrics.get_recall_score
    • truelearn.utils.metrics.get_accuracy_score
    • truelearn.utils.metrics.get_f1_score
  • truelearn.utils.visualisations: Contains plotting functions and classes
    • truelearn.utils.visualisations.LinePlotter
    • truelearn.utils.visualisations.PiePlotter
    • truelearn.utils.visualisations.RosePlotter
    • truelearn.utils.visualisations.BarPlotter
    • truelearn.utils.visualisations.DotPlotter
    • truelearn.utils.visualisations.BubblePlotter
    • truelearn.utils.visualisations.WordPlotter
    • truelearn.utils.visualisations.RadarPlotter
    • truelearn.utils.visualisations.TreePlotter

Development

  • Contributing
    • Getting Started
    • Design Considerations
    • Testing the library
    • Building the documentation
    • Before/During PR
    • Releasing and Publishing TrueLearn
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Examples#

BarPlotter Example

BarPlotter Example

BubblePlotter Example

BubblePlotter Example

DotPlotter Example

DotPlotter Example

LinePlotter Example

LinePlotter Example

PiePlotter Example

PiePlotter Example

RadarPlotter Example

RadarPlotter Example

RosePlotter Example

RosePlotter Example

TreePlotter Example

TreePlotter Example

TrueLearn Experiments

TrueLearn Experiments

Wikifier Example

Wikifier Example

WordPlotter Example

WordPlotter Example
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BarPlotter Example
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Getting Started
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