Library to simulate knowledge tracing datasets
Project description
ktdg
(Knowledge tracing data generator)
Library used to create synthetic knowledge tracing data.
Example configs can be found in config
.
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
-
Install
poetry
-
poetry config virtualenvs.in-project true
-
poetry install
-
source .venv/bin/activate
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