Feature/refactor for reduced complexity

.gitignore

@@ -1,2 +1,134 @@
-*.pyc
-__pycache__
+
+#IRINA
+excursion/results/
+examples/*.png
+examples/*.gif
+examples/.ipynb_checkpoints/
+
+# Created by https://www.gitignore.io/api/python,jupyternotebooks
+# Edit at https://www.gitignore.io/?templates=python,jupyternotebooks
+
+### JupyterNotebooks ###
+# gitignore template for Jupyter Notebooks
+# website: http://jupyter.org/
+
+.ipynb_checkpoints
+*/.ipynb_checkpoints/*
+
+# IPython
+profile_default/
+ipython_config.py
+
+# Remove previous ipynb_checkpoints
+#   git rm -r .ipynb_checkpoints/
+
+### Python ###
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# celery beat schedule file
+celerybeat-schedule
+
+# SageMath parsed files
+*.sage.py
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# Mr Developer
+.mr.developer.cfg
+.project
+.pydevproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+<<<<<<< HEAD
+# End of https://www.gitignore.io/api/python,jupyternotebooks
+=======
+# End of https://www.gitignore.io/api/python,jupyternotebooks
+>>>>>>> gpu

.travis.yml

@@ -0,0 +1,19 @@
+language: python
+python:
+  - "3.6"     
+  - "3.7"
+  - "3.8"
+
+before_install:
+  - sudo apt-get -y install python3-pip python-dev
+  - sudo pip3 install -U setuptools
+
+install:
+  - pip install -r requeriments.txt
+  - pip install .
+
+script:
+  - pytest
+
+after_success:
+  - bash <(curl -s https://codecov.io/bash)

README.md

@@ -1,6 +1,14 @@
-# `excursion` — Efficient Excursion Set Estimation 
-
+[![Build Status](https://travis-ci.org/irinaespejo/excursion.svg?branch=master)](https://travis-ci.org/irinaespejo/excursion)
 [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.1634427.svg)](https://zenodo.org/badge/latestdoi/146087019)
+[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/irinaespejo/excursion/master?urlpath=https%3A%2F%2Fgithub.com%2Firinaespejo%2Fexcursion%2Fblob%2Fmaster%2Fexamples%2Ftutorial_1D.ipynb)
+[![Documentation Status](https://readthedocs.org/projects/excursion/badge/?version=latest)](https://excursion.readthedocs.io/en/latest/?badge=latest)
+[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
+[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
+
+
+
+# `excursion` — Efficient Excursion Set Estimation 
+[ReadTheDocs](https://excursion.readthedocs.io/en/latest/)
 
 This package implements a Bayesian Optimization procedure based on Gaussian Processes to efficiently determine excursion sets (or equivalently iso-surfaces) of one or many expensive black-box functions.