Transform repo into using nbdev framework

Gives better pip package and docs. Need to fix the git lfs issue (described in readme) on master at a later point.

.gitattributes

@@ -1,5 +1,2 @@
-*.pt filter=lfs diff=lfs merge=lfs -text
-*.pickle filter=lfs diff=lfs merge=lfs -text
-*.gz filter=lfs diff=lfs merge=lfs -text
-*.json filter=lfs diff=lfs merge=lfs -text
-*.npz filter=lfs diff=lfs merge=lfs -text
+**/*.ipynb filter=clean-nbs
+**/*.ipynb diff=ipynb

.gitconfig

@@ -0,0 +1,16 @@
+# Generated by nbdev_install_git_hooks
+#
+# If you need to disable this instrumentation do:
+#   git config --local --unset include.path
+#
+# To restore the filter
+#   git config --local include.path .gitconfig
+#
+# If you see notebooks not stripped, checked the filters are applied in .gitattributes
+#
+[filter "clean-nbs"]
+        clean = nbdev_clean_nbs --read_input_stream True
+        smudge = cat
+        required = true
+[diff "ipynb"]
+        textconv = nbdev_clean_nbs --disp True --fname

.github/workflows/main.yml

@@ -0,0 +1,33 @@
+name: CI
+on: [push, pull_request]
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v1
+    - uses: actions/setup-python@v1
+      with:
+        python-version: '3.6'
+        architecture: 'x64'
+    - name: Install the library
+      run: |
+        pip install nbdev jupyter
+        pip install -e .
+    - name: Read all notebooks
+      run: |
+        nbdev_read_nbs
+    - name: Check if all notebooks are cleaned
+      run: |
+        echo "Check we are starting with clean git checkout"
+        if [ -n "$(git status -uno -s)" ]; then echo "git status is not clean"; false; fi
+        echo "Trying to strip out notebooks"
+        nbdev_clean_nbs
+        echo "Check that strip out was unnecessary"
+        git status -s # display the status to see which nbs need cleaning up
+        if [ -n "$(git status -uno -s)" ]; then echo -e "!!! Detected unstripped out notebooks\n!!!Remember to run nbdev_install_git_hooks"; false; fi
+    - name: Check if there is no diff library/notebooks
+      run: |
+        if [ -n "$(nbdev_diff_nbs)" ]; then echo -e "!!! Detected difference between the notebooks and the library"; false; fi
+    - name: Run tests
+      run: |
+        nbdev_test_nbs

.gitignore

@@ -1,3 +1,5 @@
+# Data files in default data dir
+dat/
 # Byte-compiled / optimized / DLL files
 __pycache__/
 *.py[cod]

CONTRIBUTING.md

@@ -0,0 +1,36 @@
+# How to contribute
+We welcome all contributions such as writing wrapper for new frameworks (e.g. tensorflow), better docs and also if you have a dataset that could fit this framework.
+
+## How to get started
+This repository use the (nbdev framework)[https://github.com/fastai/nbdev/] to build and maintain the repository, a fairly quick intro can be found at (https://github.com/fastai/nbdev/)[https://github.com/fastai/nbdev/].
+The main part is that one develop the code in jupyter notebooks, and that anything in the subdirectory `recsys_slates_dataset` is generated from these.
+Installation of the nbdev package is needed to generate these files: `pip install nbdev` or `conda install -c fastai nbdev`.
+Before anything else, please install the git hooks that run automatic scripts during each commit and merge to strip the notebooks of superfluous metadata (and avoid merge conflicts). After cloning the repository, run the following command inside it:
+```
+nbdev_install_git_hooks
+```
+
+## Did you find a bug?
+
+* Ensure the bug was not already reported by searching on GitHub under Issues.
+* If you're unable to find an open issue addressing the problem, open a new one. Be sure to include a title and clear description, as much relevant information as possible, and a code sample or an executable test case demonstrating the expected behavior that is not occurring.
+* Be sure to add the complete error messages.
+
+#### Did you write a patch that fixes a bug?
+
+* Open a new GitHub pull request with the patch.
+* Ensure that your PR includes a test that fails without your patch, and pass with it.
+* Ensure the PR description clearly describes the problem and solution. Include the relevant issue number if applicable.
+
+## PR submission guidelines
+
+* Keep each PR focused. While it's more convenient, do not combine several unrelated fixes together. Create as many branches as needing to keep each PR focused.
+* Do not mix style changes/fixes with "functional" changes. It's very difficult to review such PRs and it most likely get rejected.
+* Do not add/remove vertical whitespace. Preserve the original style of the file you edit as much as you can.
+* Do not turn an already submitted PR into your development playground. If after you submitted PR, you discovered that more work is needed - close the PR, do the required work and then submit a new PR. Otherwise each of your commits requires attention from maintainers of the project.
+* If, however, you submitted a PR and received a request for changes, you should proceed with commits inside that PR, so that the maintainer can see the incremental fixes and won't need to review the whole PR again. In the exception case where you realize it'll take many many commits to complete the requests, then it's probably best to close the PR, do the work and then submit it again. Use common sense where you'd choose one way over another.
+
+## Do you want to contribute to the documentation?
+
+* Docs are automatically created from the notebooks in the nbs folder.
+

LICENSE

@@ -0,0 +1,201 @@
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MANIFEST.in

@@ -0,0 +1,5 @@
+include settings.ini
+include LICENSE
+include CONTRIBUTING.md
+include README.md
+recursive-exclude * __pycache__

Makefile

@@ -0,0 +1,37 @@
+.ONESHELL:
+SHELL := /bin/bash
+SRC = $(wildcard ./*.ipynb)
+
+all: recsys_slates_dataset docs
+
+recsys_slates_dataset: $(SRC)
+	nbdev_build_lib
+	touch recsys_slates_dataset
+
+sync:
+	nbdev_update_lib
+
+docs_serve: docs
+	cd docs && bundle exec jekyll serve
+
+docs: $(SRC)
+	nbdev_build_docs
+	touch docs
+
+test:
+	nbdev_test_nbs
+
+release: pypi conda_release
+	nbdev_bump_version
+
+conda_release:
+	fastrelease_conda_package
+
+pypi: dist
+	twine upload --repository pypi dist/*
+
+dist: clean
+	python setup.py sdist bdist_wheel
+
+clean:
+	rm -rf dist