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Axolotl
This package provides an easy and high level abstraction
of the D3M API for AutoML. It contains a suit of basic
requirements and building blocks
primitives.
Installation
The package contains two different version of dependencies,
one with GPU support and other that uses CPU. For the installation
we strongly encourage the use of a python 3.6 virtual environment.
- CPU version.
pip3 install -e git+https://gitlab.com/axolotl1/axolotl.git@devel#egg=axolotl[cpu]
- GPU version.
pip3 install -e git+https://gitlab.com/axolotl1/axolotl.git@devel#egg=axolotl[gpu]
Note:
For MacOs, pycurls needs to be manually installed:
PYCURL_SSL_LIBRARY=openssl LDFLAGS="-L/usr/local/opt/openssl/lib" CPPFLAGS="-I/usr/local/opt/openssl/include" pip install --no-cache-dir pycurl==7.43.0.3
Usage
For new users we recommend installing the package and then cloning it via
git clone --recursive https://gitlab.com/axolotl1/axolotl.git
Then start jupyter lab via
jupyter lab
And then open the examples
directory and try to run them.