getting ready for publication

nestordemeure · Mar 21, 2020 · 3da174b · 3da174b
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diff --git a/README.md b/README.md
@@ -38,7 +38,6 @@ This is due to the model improving its uncertainty estimate to the detriment of
 
 ## TODO
 
-- submit to pip
 - add a DOI for ease of quote in papers
 - converts to fastai V2 when it gets out of alpha
 

diff --git a/examples/readme.md b/examples/readme.md
@@ -5,7 +5,7 @@ We cover:
 
 - **[basic usage](https://github.com/nestordemeure/tabularGP/blob/master/examples/1_basic_usage.ipynb)** using a gaussian process for regression or classification (with uncertainty estimation)
 - **[kernel selection](https://github.com/nestordemeure/tabularGP/blob/master/examples/2_kernel_selection.ipynb)** choosing an appropriate kernel to improve the fit and transfering knowledge from a task to another
-- **[prior selection](https://github.com/nestordemeure/tabularGP/blob/master/examples/3_prior_selection.ipynb)** choosing an appropriate prior and using another model as a prior
+- **[prior selection](https://github.com/nestordemeure/tabularGP/blob/master/examples/3_prior_selection.ipynb)** choosing an appropriate prior and using an arbitrary model as a prior
 - **[feature importance](https://github.com/nestordemeure/tabularGP/blob/master/examples/4_feature_importance.ipynb)** determining the features that matter to your model
 - **[advanced usage](https://github.com/nestordemeure/tabularGP/blob/master/examples/5_advanced_usage.ipynb)** details the advanced parameters which can be used to further improve the fit
 

diff --git a/setup.cfg b/setup.cfg
@@ -0,0 +1,2 @@
+[metadata]
+description-file = README.md
diff --git a/setup.py b/setup.py
@@ -0,0 +1,28 @@
+from distutils.core import setup
+
+setup(
+  name = 'tabularGP',
+  packages = ['tabularGP'],
+  version = '1.0',
+  license='apache-2.0',
+  description = 'Use gaussian processes on tabular data as a drop-in replacement for neural networks',
+  author = 'NestorDemeure',
+#  author_email = 'your.email@domain.com',
+  url = 'https://github.com/nestordemeure/tabularGP',
+  download_url = 'https://github.com/nestordemeure/tabularGP/archive/v_1.tar.gz',
+  keywords = ['gaussian-processes', 'tabular-data', 'deep-learning', 'pytorch', 'fastai'],
+  install_requires=[
+          'numpy',
+          'pandas',
+          'torch',
+          'fastai',
+      ],
+  classifiers=[ # https://pypi.org/classifiers/
+    'Development Status :: 4 - Beta',
+    'Intended Audience :: Developers',
+    'Intended Audience :: Science/Research',
+    'Topic :: Scientific/Engineering :: Artificial Intelligence',
+    'License :: OSI Approved :: Apache Software License',
+    'Programming Language :: Python :: 3 :: Only',
+  ],
+)
diff --git a/tabularGP/__init__.py b/tabularGP/__init__.py
@@ -0,0 +1 @@
+from tabularGP.tabularGP import *
diff --git a/kernel.py → tabularGP/kernel.py b/kernel.py → tabularGP/kernel.py
diff --git a/loss_functions.py → tabularGP/loss_functions.py b/loss_functions.py → tabularGP/loss_functions.py
diff --git a/prior.py → tabularGP/prior.py b/prior.py → tabularGP/prior.py
diff --git a/tabularGP.py → tabularGP/tabularGP.py b/tabularGP.py → tabularGP/tabularGP.py
diff --git a/trainset_selection.py → tabularGP/trainset_selection.py b/trainset_selection.py → tabularGP/trainset_selection.py
diff --git a/universalCombinator.py → tabularGP/universalCombinator.py b/universalCombinator.py → tabularGP/universalCombinator.py
diff --git a/utils.py → tabularGP/utils.py b/utils.py → tabularGP/utils.py
-Original file line number
+Diff line change
@@ Expand Up @@
     ## TODO
-    - submit to pip
     - add a DOI for ease of quote in papers
     - converts to fastai V2 when it gets out of alpha
@@ Expand Down @@