Dataset Card for "python_codestyles-single-1k"

This dataset contains negative and positive examples with python code of compliance with a code style. A positive example represents compliance with the code style (label is 1). Each example is composed of two components, the first component consists of a code that either conforms to the code style or violates it and the second component corresponding to an example code that already conforms to a code style. In total, the dataset contains 1.000 completely different code styles. The code styles differ in exactly one codestyle rule, which is called a single codestyle dataset variant. The dataset consists of a training and test group, with none of the code styles overlapping between groups. In addition, both groups contain completely different underlying codes.

The examples contain source code from the following repositories:

repository	tag or commit
TheAlgorithms/Python	f614ed72170011d2d439f7901e1c8daa7deac8c4
huggingface/transformers	v4.31.0
huggingface/datasets	2.13.1
huggingface/diffusers	v0.18.2
huggingface/accelerate	v0.21.0

You can find the corresponding code styles of the examples in the file additional_data.json. The code styles in the file are split by training and test group and the index corresponds to the class for the columns code_codestyle and style_context_codestyle in the dataset.

There are 364.381 samples in total and 182.181 positive and 182.200 negative samples.