maxhuettenrauch ade85ab32b
Feature/algo eval (#1074)
# Changes

## Dependencies

- New extra "eval"

## Api Extension
- `Experiment` and `ExperimentConfig` now have a `name`, that can
however be overridden when `Experiment.run()` is called
- When building an `Experiment` from an `ExperimentConfig`, the user has
the option to add info about seeds to the name.
- New method in `ExperimentConfig` called
`build_default_seeded_experiments`
- `SamplingConfig` has an explicit training seed, `test_seed` is
inferred.
- New `evaluation` package for repeating the same experiment with
multiple seeds and aggregating the results (important extension!).
Currently in alpha state.
- Loggers can now restore the logged data into python by using the new
`restore_logged_data`

## Breaking Changes
- `AtariEnvFactory` (in examples) now receives explicit train and test
seeds
- `EnvFactoryRegistered` now requires an explicit `test_seed`
- `BaseLogger.prepare_dict_for_logging` is now abstract

---------

Co-authored-by: Maximilian Huettenrauch <m.huettenrauch@appliedai.de>
Co-authored-by: Michael Panchenko <m.panchenko@appliedai.de>
Co-authored-by: Michael Panchenko <35432522+MischaPanch@users.noreply.github.com>
2024-04-20 23:25:33 +00:00

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YAML

name: Ubuntu
on: [push, pull_request]
jobs:
cpu:
runs-on: ubuntu-latest
if: "!contains(github.event.head_commit.message, 'ci skip')"
strategy:
matrix:
python-version: ["3.11"]
steps:
- name: Cancel previous run
uses: styfle/cancel-workflow-action@0.11.0
with:
access_token: ${{ github.token }}
- uses: actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
# use poetry and cache installed packages, see https://github.com/marketplace/actions/python-poetry-action
- name: Install poetry
uses: abatilo/actions-poetry@v2
- name: Setup a local virtual environment (if no poetry.toml file)
run: |
poetry config virtualenvs.create true --local
poetry config virtualenvs.in-project true --local
- uses: actions/cache@v3
name: Define a cache for the virtual environment based on the dependencies lock file
with:
path: ./.venv
key: venv-${{ hashFiles('poetry.lock') }}
- name: Install the project dependencies
run: |
poetry install --with dev --extras "envpool eval"
- name: wandb login
run: |
poetry run wandb login e2366d661b89f2bee877c40bee15502d67b7abef
- name: Test with pytest
# ignore test/throughput which only profiles the code
run: |
poetry run poe test
- name: Upload coverage to Codecov
uses: codecov/codecov-action@v1
with:
token: ${{ secrets.CODECOV }}
file: ./coverage.xml
flags: unittests
name: codecov-umbrella
fail_ci_if_error: false