AutoClass is an unsupervised Bayesian classification system.
AutoClass C is an implementation of the AutoClass algorithm made by the NASA.
AutoClassWrapper is a Python wrapper to ease the use of Autoclass C.
AutoClass C can be found here. The installation process can be achieved with the following commands:
$ wget https://ti.arc.nasa.gov/m/project/autoclass/autoclass-c-3-3-6.tar.gz
$ tar zxvf autoclass-c-3-3-6.tar.gz
$ rm -f autoclass-c-3-3-6.tar.gz
$ export PATH=$PATH:$(pwd)/autoclass-c
Please note that is you are running a 64-bit operating system, you will also need to install the standard 32-bit libraries. For instance, on a Debian/Ubuntu-like system:
$ sudo apt-get install -y libc6-i386
Dependencies:
- Python 3.6 or above
- Python libraries: NumPy, Pandas, Scipy, matplotlib, chardet
AutoClassWrapper is available through the Python Package Index (PyPI):
$ python3 -m pip install autoclasswrapper
Documentation is available on ReadTheDocs
AutoClassWrapper is free software made available under the BSD 3-clause license. For more details see the LICENSE file.
If you want to report a bug, request a feature, or propose an improvement use the GitHub issue system.
Please, see also the CONTRIBUTING file.
Note that this project is released with a Contributor Code of Conduct. By participating in this project you agree to abide by its terms. See the CODE_OF_CONDUCT file.