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Library to simulate knowledge tracing datasets

Project description

Pipeline coverage report Pypi version Code style: black security: bandit

ktdg (Knowledge tracing data generator)

Library used to create synthetic knowledge tracing data. Example configs can be found in config.

Usage | Setup

Usage

To create a new config or complete an existing one:

$ ktdg create --help
Usage: ktdg create [OPTIONS] CONFIG

  (c) Creates a config or completes it, saving it to the given file.

Arguments:
  CONFIG  Path of the config to complete or create  [required]

Options:
  -h, --help  Show this message and exit.

To generate the synthetic data from the config:

$ ktdg generate --help
Usage: ktdg generate [OPTIONS] CONFIG

  (g) Generates the data for the given config, saving it as a json file named
  "data.json".

Arguments:
  CONFIG  Configuration file to use  [required]

Options:
  -h, --help  Show this message and exit.

Setup

  1. Install poetry

  2. poetry config virtualenvs.in-project true

  3. poetry install

  4. source .venv/bin/activate

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