semvec/pypi-packages huggingface dataset:
jnotype 0.1.0
Jnotype: probabilistic modeling of high-dimensional binary data.
Requires Python: <3.13,>=3.9

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# Jnotype

[JAX](https://github.com/google/jax)-powered Python package for exploratory analysis of binary data.
This includes genotype data, binary images, and data sets used in ecology.

**Note:** this package is in early development stage.

  - **Source code:** [https://github.com/cbg-ethz/Jnotype](https://github.com/cbg-ethz/Jnotype)
  - **Bug reports:** [https://github.com/cbg-ethz/Jnotype/issues](https://github.com/cbg-ethz/Jnotype/issues)

## Installation

**Note:** The package has not reached a stable API yet. Frequent changes may appear 

We recommend setting up a new [virtual environment](https://docs.python.org/3/library/venv.html). You can install the package using PIP:

```bash
$ python -m pip install 'jnotype @ git+https://github.com/cbg-ethz/jnotype'
```

However, this will install the CPU version of JAX.
To use GPU, you may need to follow the [official JAX installation tutorial](https://github.com/google/jax#pip-installation-gpu-cuda-installed-via-pip-easier).

## Getting started

Directory `examples/` contains [Quarto](https://quarto.org/) notebooks, which demonstrate basic functionalities of the package.