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Prediction intervals for machine learning models #460

Prediction intervals for machine learning models

Prediction intervals for machine learning models #460

Workflow file for this run

name: CI
on:
push:
branches: [main]
pull_request:
branches: [main]
workflow_dispatch:
defaults:
run:
shell: bash -l {0}
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}
cancel-in-progress: true
jobs:
nb-sync:
runs-on: ubuntu-latest
steps:
- name: Clone repo
uses: actions/checkout@v3
- name: Set up python
uses: actions/setup-python@v4
- name: Install nbdev
run: pip install nbdev
- name: Check if all notebooks are cleaned
run: |
echo "Check we are starting with clean git checkout"
if [ -n "$(git status -uno -s)" ]; then echo "git status is not clean"; false; fi
echo "Trying to strip out notebooks"
nbdev_clean
echo "Check that strip out was unnecessary"
git status -s # display the status to see which nbs need cleaning up
if [ -n "$(git status -uno -s)" ]; then echo -e "!!! Detected unstripped out notebooks\n!!!Remember to run nbdev_install_hooks"; false; fi
run-all-tests:
runs-on: ubuntu-latest
strategy:
fail-fast: false
matrix:
python-version: ['3.7', '3.8', '3.9', '3.10']
steps:
- name: Clone repo
uses: actions/checkout@v3
- name: Set up environment
uses: mamba-org/setup-micromamba@v1
with:
environment-file: environment.yml
create-args: python=${{ matrix.python-version }}
cache-environment: true
- name: Install the library
run: pip install ./
- name: Run all tests
run: nbdev_test --n_workers 1 --do_print --timing
run-local-tests:
runs-on: ${{ matrix.os }}
strategy:
fail-fast: false
matrix:
os: [macos-latest, windows-latest]
python-version: ['3.7', '3.8', '3.9', '3.10']
steps:
- name: Clone repo
uses: actions/checkout@v3
- name: Set up environment
uses: mamba-org/setup-micromamba@v1
with:
environment-file: local_environment.yml
create-args: python=${{ matrix.python-version }}
cache-environment: true
- name: Install the library
run: pip install ./
- name: Run local tests
run: nbdev_test --n_workers 1 --do_print --timing --skip_file_glob "*distributed*"
check-deps:
runs-on: ubuntu-latest
steps:
- name: Clone repo
uses: actions/checkout@v3
- name: Set up python
uses: actions/setup-python@v4
with:
python-version: '3.10'
- name: Install the library and import it
run: |
pip install .
python -c 'import mlforecast'