From 14a7faf146d50cb4888ce9669669928bad065155 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Thu, 15 Jun 2023 16:36:11 -0400 Subject: [PATCH 01/57] fixed some typos --- docs/contribute/index.md | 38 ++++++++++++++++++-------------------- 1 file changed, 18 insertions(+), 20 deletions(-) diff --git a/docs/contribute/index.md b/docs/contribute/index.md index c4fbbea35..e981f2423 100644 --- a/docs/contribute/index.md +++ b/docs/contribute/index.md @@ -1,19 +1,19 @@ # Contributor Guide The AutoRA project is a collection of packages which together form a framework for closed-loop empirical research. -We invite contributions to all parts of the project, including the [core packages](core.md), and the [modules](module.md). Below is a brief overview of the +We invite contributions to all parts of the project, including the ["core" packages](core.md), and the [modules](module.md). Below is a brief overview of the project structure, along with pointers to more detailed contribution guides for each part of the project. ## Project Structure Contributions to AutoRA are organized into one "parent" and many "child" packages. Child packages are generally maintained by individual contributors. The parent package, along with some other -*core* packages, is maintained by [Autonomous Empirical Research Group](https://musslick.github.io/AER_website/Team.html), +*core* packages, is maintained by the [Autonomous Empirical Research Group](https://musslick.github.io/AER_website/Team.html), as well as external contributors. ![image](../img/package_overview.png) -[`autora`](https://github.com/autoresearch/autora) is the "parent" package which end users are expected to install. The +[`autora`](https://github.com/autoresearch/autora) is the parent package which end users are expected to install. The parent depends on core packages, such as [`autora-core`](https://github.com/autoresearch/autora-core), [`autora-workflow`](https://github.com/autoresearch/autora-workflow), and [`autora-synthetic`](https://github.com/autoresearch/autora-synthetic). It also includes vetted modules (child packages) as optional dependencies which users can choose @@ -22,28 +22,28 @@ to install. You may contribute to any of the core packages or develop your own module as a stand-alone package (see below). -### Module Contributions +## Module Contributions -Each theorist, experimentalist, or experiment runner is a child package. Child packages are owned and maintained by you, the contributor, which provides several advantages: -- *Easy setup*: We provide simple [templates](module.md) for child packages, which you can use to get started quickly -- *Independence*: You can develop and maintain your package independently of other child packages (and thereby avoid dependency conflicts) -- *Ownership*: You can publish your package on PyPI, use it in other projects, and get credit for its use. +Modules include theorists, experimentalists, experiment runners, or other functionalities not covered by the core packages. +All modules are child packages and can become optional dependencies of the autora parent package. Modules packages are +owned and maintained by you, the contributor, which provides several advantages: +- *Easy setup*: We provide simple [templates](module.md) for modules, which you can use to get started quickly +- *Independence*: You can develop and maintain your package independently of other modules packages (and thereby avoid dependency conflicts) +- *Ownership*: You can publish your package on PyPI or Conda, use it in other projects, and get credit for its use. For details on how to submit child packages for inclusion in `autora`, see -[the module contributor guide](./module.md). - -Feel free to post questions and feedback regarding core contributions on the +[the module contributor guide](./module.md). Feel free to post questions and feedback regarding module contributions on the [AutoRA forum](https://github.com/orgs/AutoResearch/discussions/categories/module-contributions). -### Core Contributions +## Core Contributions -The following packages are considered "core" packages, and are actively maintained by the +The following packages are considered core packages, and are actively maintained by the [Autonomous Empirical Research Group](https://musslick.github.io/AER_website/Team.html): - **autora-core** [`https://github.com/autoresearch/autora-core`](https://github.com/autoresearch/autora-core) This package includes fundamental utilities and building blocks for all the other packages. This is always installed when a user installs `autora` and can be -a dependency of other "child" packages. +a dependency of other child packages. - **autora-workflow** [`https://github.com/autoresearch/autora-workflow`](https://github.com/autoresearch/autora-workflow): The workflow package includes basic utilities for managing the workflow of closed-loop research processes, e.g., coordinating workflows between the theorists, experimentalists, and experiment runners. Though it currently stands alone, this package will ultimately be merged into autora-core. @@ -54,15 +54,13 @@ a dependency of other "child" packages. We welcome contributions to these packages in the form of pull requests, bug reports, and feature requests. For more details, see the -[core contributor guide](core.md). +[core contributor guide](core.md). Feel free to ask any questions or provide any feedback regarding core contributions on the +[AutoRA forum](https://github.com/orgs/AutoResearch/discussions/categories/core-contributions). For core contributions, it is possible to set up your python environment in many different ways. -One setup which works for us is described in [the setup guide](./setup.md). - -We welcome questions and feedback regarding core contributions on the -[AutoRA forum](https://github.com/orgs/AutoResearch/discussions/categories/core-contributions). +One setup which works for us is described in [the setup guide](./setup.md). !!! hint If you would like to become actively involved in the development and maintenance of core AutoRA packages, - we welcome you to join the [Autonomous Empirical Research Group](https://musslick.github.io/AER_website/Team.html). + we welcome you to [join the Autonomous Empirical Research Group](https://musslick.github.io/AER_website/Team.html). From 8d4feec2d394777c4d510d4798f37b96ea80918e Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Thu, 15 Jun 2023 16:42:13 -0400 Subject: [PATCH 02/57] added additional info --- docs/contribute/core.md | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/docs/contribute/core.md b/docs/contribute/core.md index 0a0cbc887..6472d94d0 100644 --- a/docs/contribute/core.md +++ b/docs/contribute/core.md @@ -6,6 +6,10 @@ The primary purpose of the core is to provide utilities for: - describing experiments (in the [`autora-core` package](https://github.com/autoresearch/autora-core)) - handle workflows for automated experiments (currently in the [`autora-workflow` package](https://github.com/autoresearch/autora-workflow)) +- run synthetic experiments (currently in the [`autora-synthetic` package](https://github.com/autoresearch/autora-synthetic/CONTRIBUTING.md). Synthetic experiment runners may be submitted as pull requests to the + [`autora-synthetic`](https://github.com/autoresearch/autora-synthetic/CONTRIBUTING.md) package, providing they + require no additional dependencies. However, if your contribution requires additional dependencies, you can submit it as a full package following + the [module contribution guide](module.md). Suggested changes to the core should be submitted as follows, depending on their content: @@ -26,4 +30,4 @@ Core packages should as a minimum: - Be compatible with all current AutoRA packages - Have comprehensive test suites - Use the linters and checkers defined in the `autora-core` - [.pre-commit-config.yaml](https://github.com/AutoResearch/autora-core/blob/main/.pre-commit-config.yaml) + [.pre-commit-config.yaml](https://github.com/AutoResearch/autora-core/blob/main/.pre-commit-config.yaml) (see [pre-commit hooks](pre-commit-hooks.md)) From 64849dbea2b29df4b41ee0d38bf56fc2e1891c03 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Thu, 15 Jun 2023 16:50:53 -0400 Subject: [PATCH 03/57] fixed typos --- docs/contribute/index.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/docs/contribute/index.md b/docs/contribute/index.md index e981f2423..dc5347eb2 100644 --- a/docs/contribute/index.md +++ b/docs/contribute/index.md @@ -4,6 +4,12 @@ The AutoRA project is a collection of packages which together form a framework f We invite contributions to all parts of the project, including the ["core" packages](core.md), and the [modules](module.md). Below is a brief overview of the project structure, along with pointers to more detailed contribution guides for each part of the project. +!!! hint + If you run into any issues or have any questions regarding a contribution to AutoRA, please reach out to us at the + [AutoRA forum](https://github.com/orgs/AutoResearch/discussions). We look forward to hearing from you! + + + ## Project Structure Contributions to AutoRA are organized into one "parent" and many "child" packages. From 7943462b8f62224e4827b63b753fb1ee28669256 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Thu, 15 Jun 2023 16:51:04 -0400 Subject: [PATCH 04/57] added hint and pointer to forum --- docs/contribute/module.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index e55f1ac6f..ec66f3356 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -1,6 +1,7 @@ -# Contribute an Experimentalist, Experiment Runner, or Theorist +# Module Contributions -Each experimentalist, experiment runner or theorist is a "child" package based on either +Theorist, experimentalists, experiment runners and other functionalities are implemented as a "child" packages. +They are based on either - the [cookiecutter template (recommended)](https://github.com/AutoResearch/autora-template-cookiecutter), or - the [unguided template](https://github.com/AutoResearch/autora-template). From 2faf248fa607fb81d6ff10be7bfcbea7233ea46c Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Thu, 15 Jun 2023 16:53:36 -0400 Subject: [PATCH 05/57] added pointer --- docs/contribute/module.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index ec66f3356..8a933f3c7 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -1,6 +1,6 @@ # Module Contributions -Theorist, experimentalists, experiment runners and other functionalities are implemented as a "child" packages. +Theorist, experimentalists, experiment runners and other novel functionalities are implemented as a "child" packages. They are based on either - the [cookiecutter template (recommended)](https://github.com/AutoResearch/autora-template-cookiecutter), or @@ -18,7 +18,7 @@ They are based on either this guide. Once your package is working, and you've published it on PyPI, you can **make a pull request** on -[`autora`](https://github.com/autoresearch/autora) to have it vetted and added to the "parent" package. +[`autora`](https://github.com/autoresearch/autora) to have it vetted and added to the "parent" package (see below). The following demonstrates how to add a package published under autora-theorist-example in PyPI in the GitHub repository example-contributor/contributor-theorist From 331b94ce75ce9c09b1cebe1a97856f0e0d99f85c Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Thu, 15 Jun 2023 17:23:18 -0400 Subject: [PATCH 06/57] some minor fixes --- README.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 1e7e61ba4..0aa6e8607 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,9 @@ ![PyPI - Downloads](https://img.shields.io/pypi/dm/autora) [AutoRA](https://pypi.org/project/autora/) (Automated Research Assistant) is an open-source framework for -automating multiple stages of the empirical research process, including model discovery, experimental design, data collection, and documentation for open science. +automating multiple stages of the empirical research process, including model discovery, experimental design, data collection, and documentation for open science. + +AutoRA was initially intended for accelerating research in the behavioral and brain sciences. However, AutoRA is designed as a general framework that enables automation of the research processes in other empirical sciences, such as material science or physics. ![Autonomous Empirical Research Paradigm](https://github.com/AutoResearch/autora/raw/main/docs/img/overview.png) @@ -18,7 +20,6 @@ Check out the documentation at This project is in active development by the [Autonomous Empirical Research Group](http://empiricalresearch.ai), -led by [Sebastian Musslick](https://smusslick.com), in collaboration with the [Center for Computation and Visualization at Brown University](https://ccv.brown.edu). The development of this package is supported by Schmidt Science Fellows, in partnership with the Rhodes Trust, as well as the Carney BRAINSTORM program at Brown University. From 278afc6a2a8e70f6c21e5031a301c2d8fa623cb0 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Thu, 15 Jun 2023 17:29:56 -0400 Subject: [PATCH 07/57] added some more details on how to make a module contribution --- docs/contribute/module.md | 80 ++++++++++++++++++++++++++++++++++----- 1 file changed, 71 insertions(+), 9 deletions(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index 8a933f3c7..b232e1a54 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -17,13 +17,80 @@ They are based on either However, if your contribution requires additional dependencies, you can submit it as a full package following this guide. -Once your package is working, and you've published it on PyPI, you can **make a pull request** on -[`autora`](https://github.com/autoresearch/autora) to have it vetted and added to the "parent" package (see below). +## Implementing your module + +After setting up your repository and linking it to your GitHub account, you can start implementing your module. + +### Step 1: Implement Your Code + +You may implement your code in the ``init.py`` located in the respective feature folder in ``src/autora``. + +Please refer to the following guides on implementing +- [theorists](theorist-module.md) +- [experimentalists](experimentalist-module.md) +- [experiment runners](experiment-runner-module.md) + +If the feature you seek to implement does not fit in any of these categories, then +you can you can create folders for new categories. If you are unsure how to proceed, you are always welcome +to ask for help in the [AutoRA forum](https://github.com/orgs/AutoResearch/discussions/categories/module-contributions). + +### Step 2 (Optional): Add Tests + +It is highly encouraged to add unit tests to ensure your code is working as intended. These can be [doctests](https://docs.python.org/3/library/doctest.html) or as test cases in `tests/test_your_contribution_name.py`. +For example, if you are implementing an experiment sampler, you may rename and modify the +``tests/test_experimentalist_sampler_example.py``. + +*Note: Tests are required if you wish that your feature becomes part of the main +[autora](https://github.com/AutoResearch/autora) package. However, regardless of whether you choose to implement tests, +you will still be able to install your package separately, in addition to autora.* + +### Step 3 (Optional): Add Documentation + +It is highly encouraged that you add documentation of your package in your `docs/index.md`. You can also add new pages +in the `docs` folder. Update the `mkdocs.yml` file to reflect structure of the documentation. For example, you can add +new pages or delete pages that you deleted from the `docs` folder. + +*Note: Docmentation is required if you wish that your feature becomes part of the main +[autora](https://github.com/AutoResearch/autora) package. However, regardless of whether you choose to write +documentation, you will still be able to install your package separately, in addition to autora.* + +### Step 4: Add Dependencies + +In pyproject.toml add the new dependencies under `dependencies` + +Install the added dependencies +```shell +pip install -e ".[dev]" +``` + +## Publishing your module + +There are several ways to publish your package, depending on how you set up your repository. + +- If you used the **cookiecutter template**, and uploaded your repository to +github.com, then you can use Github Actions to automatically publish your package to PyPI. + +- If you used the **unguided template**, or you want to manually publish your package, you can follow [step 7 in this guide](https://github.com/AutoResearch/autora-template). + +Once you've published your module on PyPI, you should take some time to celebrate and announce your contribution in the +[AutoRA forum](https://github.com/orgs/AutoResearch/discussions/categories/module-announcements). + +## Including your module into the autora parent package + +Once your package is working, and you've published it on PyPI, you can **make a pull request** on +[`autora`](https://github.com/autoresearch/autora) to have it vetted and added to the "parent" package. The following demonstrates how to add a package published under autora-theorist-example in PyPI in the GitHub repository example-contributor/contributor-theorist -## Creating a new child package +!!! success + In order for your package to be included in the parent package, it must + - include basic documentation in ``docs/index.md`` + - include a basic python notebook exposing how to use the module in ``docs/Basic Usage.ipynb`` + - include basic tests in ``tests/`` + - be published on PyPI + - be compatible with the current version of the parent package + - follow standard python coding guidelines including PEP8 ### Install the "parent" package in development mode @@ -107,7 +174,7 @@ mkdocs serve ... then view the documentation using the link in your terminal. Check that your new documentation is included in the right place and renders correctly. -## Updating a child package +## Updating your module !!! warning Please note, that packages need to be vetted each time they are updated. @@ -151,10 +218,5 @@ changes. Include: Request a review from someone in the core team and wait for their feedback! -## Adding your module to the autora parent package -Once you've published your module on PyPI, you can announce it in the -[AutoRA forum](https://github.com/orgs/AutoResearch/discussions/categories/module-announcements). You can then indicate -in your post if you wish your module to be included in the autora package. Alternatively, you can also -[contact us directly](https://musslick.github.io/AER_website/Contact.html). From c116c57516a13001a01966773f350f03f45452c7 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Thu, 15 Jun 2023 17:33:41 -0400 Subject: [PATCH 08/57] fixed theorist contribution (and cross-referenced to module contributions) --- docs/contribute/module.md | 4 +++ docs/contribute/theorist-module.md | 40 +++--------------------------- 2 files changed, 7 insertions(+), 37 deletions(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index b232e1a54..b4f4f613c 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -51,6 +51,10 @@ It is highly encouraged that you add documentation of your package in your `docs in the `docs` folder. Update the `mkdocs.yml` file to reflect structure of the documentation. For example, you can add new pages or delete pages that you deleted from the `docs` folder. +You are also encouraged to describe basic usage of your theorist in the +python notebook ``Basic Usage.ipynb`` in the `docs` folder. Finally you can outline the basic setup of your theorist in +the `docs/quickstart.md` file. + *Note: Docmentation is required if you wish that your feature becomes part of the main [autora](https://github.com/AutoResearch/autora) package. However, regardless of whether you choose to write documentation, you will still be able to install your package separately, in addition to autora.* diff --git a/docs/contribute/theorist-module.md b/docs/contribute/theorist-module.md index 3e6c52d44..f0e6204bb 100644 --- a/docs/contribute/theorist-module.md +++ b/docs/contribute/theorist-module.md @@ -67,41 +67,7 @@ class ExampleRegressor(BaseEstimator): return self.polynomial(conditions) ``` -## Testing +## Next Steps: Testing, Documentation, Publishing -You can add unit tests to the `tests` folder in your repository. If you generated your repository using cookiecutter, -you can add your tests to the `tests/test_yourmodulename.py` file. -To test your theorist, you can run the tests using - -```shell -pytest -``` - -from the root directory of your repository. This will run the tests in the `tests` folder. You can also add additional -tests to this folder if needed. - -## Documentation - -To add documentation, you can edit the `docs` folder. In particular, you can edit the `docs/index.md` -file to add documentation for your theorist. You are also encouraged to describe basic usage of your theorist in the -python notebook ``Basic Usage.ipynb`` in the `docs` folder. Finally you can outline the basic setup of your theorist in -the `docs/quickstart.md` file. - -You can also add additional documentation files and notebooks to the `docs/` folder if needed. -Should your package meet requirements for -inclusion in the parent ``autora`` parent package, the theorist documentation will be automatically added to the -[main documentation](https://autoresearch.github.io/autora/) of AutoRA under the subcategory "Theorists". - -See the [guideline for module contributions](module.md) for more details on how to update your documentation and package. - - -## Publishing - -Please follow the instructions outlined in the [guideline for module contributions](module.md) to publish your theorist. - -## Adding your module to the autora parent package - -Once you've published your theorist on PyPI, you can announce it in the -[AutoRA forum](https://github.com/orgs/AutoResearch/discussions/categories/module-announcements). You can then indicate -in your post if you wish your theorist to be included in the autora package. Alternatively, you can also -[contact us directly](https://musslick.github.io/AER_website/Contact.html). +For more information on how to test, document, and publish your theorist, please refer to the +[general guideline for module contributions](module.md) . 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z)+jkHsN=jZ6ULdm+t>c{a07te#;?}3$JN_XombI8JW`qd^n|E4ZlWtaiqHOmG7R{Q zZRZaOMV2HFMa{kWAYdQO1O8rH%AYfKeTH`kWKSn+yf44q5xb{MJ=iuqr}(?b<_Bt~ zg^yMRF@*eE$#$g!b&=bsfe7+7`5`XvT9`tQ%}Z;R74^QS>*YJ~0wxJK`eNle!7CLr zih7Y!xj3WVX;wJeXC3RY(02`J3i1ym@9)jocq|ce84iOP zdZ3N=!?!cFzH`yVB+q=NVNzg7CTQ6VQGb>i_MV~4;lU04AIRV@qM0L66+fK1W3yE# zzgL7t;;aHZ&mc1cDC#2c5&r}vfo@JMCjD;Z zJnlI7zd#c}LsXOsBDkScg;$n(FZ z>hBcb$f{YUG3#Gc3Y-n}>4F)TR2XgWUp5AuZQ2GLaW6ZJ!~F}Zz#%U+z*PPJUr~3k x|5#z1#y@ZvsF;=_jL)gE)&AG54ch9?ptQDQT~0PK!i0YGYwG%H?^J9<{tpGItoi@| From 69cde7851182e07d0e075d0d18a130568dde2ce9 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Thu, 15 Jun 2023 18:26:12 -0400 Subject: [PATCH 10/57] added experimentalist module doc --- docs/contribute/experimentalist-module.md | 128 ++++++++++++++++++++++ 1 file changed, 128 insertions(+) create mode 100644 docs/contribute/experimentalist-module.md diff --git a/docs/contribute/experimentalist-module.md b/docs/contribute/experimentalist-module.md new file mode 100644 index 000000000..915e97054 --- /dev/null +++ b/docs/contribute/experimentalist-module.md @@ -0,0 +1,128 @@ +# Contribute an Experimentalist + +AutoRA experimentalists are meant to return novel experimental conditions based on prior experimental conditions, prior +observations, and/or prior models. Such conditions may then serve as a basis for new experiments conducted +by an experiment runner. Experimentalists are generally implemented as functions that can be integrated into an +[Experimentalist Pipeline](https://autoresearch.github.io/autora/core/docs/pipeline/Experimentalist%20Pipeline%20Examples/). + +![Experimentalist Module](../img/experimentalist.png) + +Experimentalists can be implemented as *poolers* or as *samplers*. +- **Poolers** return a pool of candidate experimental conditions. The pool can then passed to a sampler, which selects + a subset of conditions from the pool to be used in the next experiment. +- **Samplers** directly return a subset of experimental conditions from a pool of candidate experimental conditions. + +## Repository Setup + +We recommend using the [cookiecutter template](https://github.com/AutoResearch/autora-template-cookiecutter) to set up +a repository for your experimentalist. Alternatively, you use the +[unguided template](https://github.com/AutoResearch/autora-template). If you are using the cookiecutter template, you can set up your repository using + +```shell +cookiecutter https://github.com/AutoResearch/autora-template-cookiecutter +``` + +Make sure to select the `experimentalist` option when prompted. You may also select whether you want to implement an experimentalist as a sampler, pooler, or custom function. You can skip all other prompts pertaining to other modules +(e.g., experiment runners) by pressing enter. + +## Implementation + +Irrespective of whether you are implementing a pooler or a sampler, +you would want to implement a function that returns a set of experimental conditions. This set may be +a numpy array, iterator variable or other data format. + +!!! hint + We generally **recommend using 2-dimensional numpy arrays as outputs** in which + each row represents a set of experimental conditions. The columns of the array correspond to the independent variables. + +### Implementing poolers + +Once you've created your repository, you can implement your experimentalist pooler by editing the `init.py` file in +``src/autora/experimentalist/pooler/name-of-your-experimentalist/``. +You may also add additional files to this directory if needed. +It is important that the `init.py` file contains a function called `name-of-your-experimentalist` +which returns a pool of experimental conditions (e.g., as an iterator object or numpy array). + +The following example ``init.py`` illustrates the implementation of a simple experimentalist pooler +that generates a grid of sampels within the specified bounds of each independent variable (IV): + +```python + +""" +Example Experimentalist Pooler +""" + +from itertools import product +from typing import List +from autora.variable import IV + + +def grid_pool(ivs: List[IV]): + """ + Creates exhaustive pool from discrete values using a Cartesian product of sets + + Arguments: + ivs {List[IV]}: List of independent variables + + Returns: + pool: An iterator over all possible combinations of IV values + """ + + l_iv_values = [] + for iv in ivs: + assert iv.allowed_values is not None, ( + f"gridsearch_pool only supports independent variables with discrete allowed values, " + f"but allowed_values is None on {iv=} " + ) + l_iv_values.append(iv.allowed_values) + + # Return Cartesian product of all IV values + return product(*l_iv_values) + + +``` + +### Implementing samplers + +Once you've created your repository, you can implement your experimentalist sampler by editing the `init.py` file in +``src/autora/experimentalist/sampler/name-of-your-experimentalist/``. +You may also add additional files to this directory if needed. +It is important that the `init.py` file contains a function called `name-of-your-experimentalist` +which returns a set of experimental conditions (e.g., as a numpy array) given a pool of candidate experimental conditions. + +The following example ``init.py`` illustrates the implementation of a simple experimentalist sampler +that uniformly samples without replacement from a pool of candidate conditions. + +```python +""" +Example Experimentalist Pooler +""" + +import random +from typing import Iterable, Sequence, Union +from autora.utils.deprecation import deprecated_alias + +random_sample(conditions: Union[Iterable, Sequence], n: int = 1): + """ + Uniform random sampling without replacement from a pool of conditions. + Args: + conditions: Pool of conditions + n: number of samples to collect + + Returns: Sampled pool + + """ + + if isinstance(conditions, Iterable): + conditions = list(conditions) + random.shuffle(conditions) + samples = conditions[0:n] + + return samples +``` + + +## Next Steps: Testing, Documentation, Publishing + +For more information on how to test, document, and publish your experimentalist, please refer to the +[general guideline for module contributions](module.md) . From bd2364b6442762b81a37c54cda762711a97367f6 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Thu, 15 Jun 2023 18:31:44 -0400 Subject: [PATCH 11/57] fixed broken link --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index b4f4f613c..dd36ac521 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -12,7 +12,7 @@ They are based on either !!! success New **synthetic** experiment runners may be submitted as pull requests to the - [`autora-synthetic`](https://github.com/autoresearch/autora-synthetic/CONTRIBUTING.md) package, providing they + [`autora-synthetic`](https://github.com/AutoResearch/autora-synthetic/blob/main/CONTRIBUTING.md) package, providing they require no additional dependencies. This is meant to simplify small contributions. However, if your contribution requires additional dependencies, you can submit it as a full package following this guide. From ec70d6fc441418d766a67a9b1882fa271a5b43ac Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Thu, 15 Jun 2023 18:40:40 -0400 Subject: [PATCH 12/57] renaming title --- docs/contribute/core.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/core.md b/docs/contribute/core.md index 6472d94d0..85ce018e2 100644 --- a/docs/contribute/core.md +++ b/docs/contribute/core.md @@ -1,4 +1,4 @@ -# Contribute to the Core +# Contribute to Core Packages Core contributions are changes to AutoRA which aren't experimentalists, (synthetic) experiment runners and theorists. 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zG#*SeK926bDCVp&+ajY_^TuQSRw)DYH~i&@#Ra$JVq}ItHy|ujE}7n)7Y=K-qfGBI zN4P7_&{?$i=OzUdY~g{ZRyzU=h}E|GuXhET{5s}ETn>K?GS(>+1xly`9Md#T7i^kX zDAG)-b6O~#%?__$k*1tCuy=g*c(v;ZcY$-QH-Yk1jq}_K?GimIQ~4Nqz;>o&iNpnm zZD4c^0}<|lUr_v-PrGkFw0Xa9b1=f_=x1asrpFa`0%{IYi1@@yW3MX>hJS|4*h=tV zq9HyzoAHpKTK6-$4;s59;PyoX7#~XoZi}C;AF3(_#OY7C mhz Date: Fri, 16 Jun 2023 08:06:17 -0400 Subject: [PATCH 15/57] Update docs/contribute/core.md Co-authored-by: benwandrew --- docs/contribute/core.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/core.md b/docs/contribute/core.md index 85ce018e2..0a104caf6 100644 --- a/docs/contribute/core.md +++ b/docs/contribute/core.md @@ -1,6 +1,6 @@ # Contribute to Core Packages -Core contributions are changes to AutoRA which aren't experimentalists, (synthetic) experiment runners and theorists. +Core contributions are changes to AutoRA which aren't experimentalists, (synthetic) experiment runners, or theorists. The primary purpose of the core is to provide utilities for: - describing experiments (in the [`autora-core` package](https://github.com/autoresearch/autora-core)) From b0fe554ba599967623f81eff187522fe52c728b8 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 08:06:37 -0400 Subject: [PATCH 16/57] Update docs/contribute/core.md Co-authored-by: benwandrew --- docs/contribute/core.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/core.md b/docs/contribute/core.md index 0a104caf6..545bd759d 100644 --- a/docs/contribute/core.md +++ b/docs/contribute/core.md @@ -6,7 +6,7 @@ The primary purpose of the core is to provide utilities for: - describing experiments (in the [`autora-core` package](https://github.com/autoresearch/autora-core)) - handle workflows for automated experiments (currently in the [`autora-workflow` package](https://github.com/autoresearch/autora-workflow)) -- run synthetic experiments (currently in the [`autora-synthetic` package](https://github.com/autoresearch/autora-synthetic/CONTRIBUTING.md). Synthetic experiment runners may be submitted as pull requests to the +- run synthetic experiments (currently in the [`autora-synthetic` package](https://github.com/autoresearch/autora-synthetic). Synthetic experiment runners may be submitted as pull requests to the [`autora-synthetic`](https://github.com/autoresearch/autora-synthetic/CONTRIBUTING.md) package, providing they require no additional dependencies. However, if your contribution requires additional dependencies, you can submit it as a full package following the [module contribution guide](module.md). From 8fae5467f410130ab851da1f739147471e80cec1 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 08:16:51 -0400 Subject: [PATCH 17/57] fixed synthetic link --- docs/contribute/core.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/core.md b/docs/contribute/core.md index 545bd759d..4a6b94b4b 100644 --- a/docs/contribute/core.md +++ b/docs/contribute/core.md @@ -7,7 +7,7 @@ The primary purpose of the core is to provide utilities for: - handle workflows for automated experiments (currently in the [`autora-workflow` package](https://github.com/autoresearch/autora-workflow)) - run synthetic experiments (currently in the [`autora-synthetic` package](https://github.com/autoresearch/autora-synthetic). Synthetic experiment runners may be submitted as pull requests to the - [`autora-synthetic`](https://github.com/autoresearch/autora-synthetic/CONTRIBUTING.md) package, providing they + [`autora-synthetic`](https://github.com/AutoResearch/autora-synthetic/blob/main/CONTRIBUTING.md) package, providing they require no additional dependencies. However, if your contribution requires additional dependencies, you can submit it as a full package following the [module contribution guide](module.md). From 05d78e6213921ce45b27cbbbb53d61138676de3a Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 08:17:32 -0400 Subject: [PATCH 18/57] Update docs/contribute/experimentalist-module.md Co-authored-by: benwandrew --- docs/contribute/experimentalist-module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/experimentalist-module.md b/docs/contribute/experimentalist-module.md index 915e97054..7f7df1d6d 100644 --- a/docs/contribute/experimentalist-module.md +++ b/docs/contribute/experimentalist-module.md @@ -1,7 +1,7 @@ # Contribute an Experimentalist AutoRA experimentalists are meant to return novel experimental conditions based on prior experimental conditions, prior -observations, and/or prior models. Such conditions may then serve as a basis for new experiments conducted +observations, and/or prior models. Such conditions may serve as a basis for new, informative experiments conducted by an experiment runner. Experimentalists are generally implemented as functions that can be integrated into an [Experimentalist Pipeline](https://autoresearch.github.io/autora/core/docs/pipeline/Experimentalist%20Pipeline%20Examples/). From 7cd2ec36ae9246a106b9913cdeedcda90169a034 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 08:17:42 -0400 Subject: [PATCH 19/57] Update docs/contribute/experimentalist-module.md Co-authored-by: benwandrew --- docs/contribute/experimentalist-module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/experimentalist-module.md b/docs/contribute/experimentalist-module.md index 7f7df1d6d..f77b56f2c 100644 --- a/docs/contribute/experimentalist-module.md +++ b/docs/contribute/experimentalist-module.md @@ -8,7 +8,7 @@ by an experiment runner. Experimentalists are generally implemented as functions ![Experimentalist Module](../img/experimentalist.png) Experimentalists can be implemented as *poolers* or as *samplers*. -- **Poolers** return a pool of candidate experimental conditions. The pool can then passed to a sampler, which selects +- **Poolers** return a pool of candidate experimental conditions, which can be passed to a sampler that selects a subset of conditions from the pool to be used in the next experiment. - **Samplers** directly return a subset of experimental conditions from a pool of candidate experimental conditions. From 6ef3c8061779e1ba804890a5a0609831674f0d13 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 08:17:53 -0400 Subject: [PATCH 20/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index dd36ac521..b1f940772 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -73,7 +73,7 @@ pip install -e ".[dev]" There are several ways to publish your package, depending on how you set up your repository. - If you used the **cookiecutter template**, and uploaded your repository to -github.com, then you can use Github Actions to automatically publish your package to PyPI. +github.com, then you can use Github Actions to automatically publish your package to PyPI or Conda. - If you used the **unguided template**, or you want to manually publish your package, you can follow [step 7 in this guide](https://github.com/AutoResearch/autora-template). From 7b6a3bac59653f470fe683ad3290478f21e6a914 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 08:18:05 -0400 Subject: [PATCH 21/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index b1f940772..28a1795b0 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -77,7 +77,7 @@ github.com, then you can use Github Actions to automatically publish your packag - If you used the **unguided template**, or you want to manually publish your package, you can follow [step 7 in this guide](https://github.com/AutoResearch/autora-template). -Once you've published your module on PyPI, you should take some time to celebrate and announce your contribution in the +Once you've published your module, you should take some time to celebrate and announce your contribution in the [AutoRA forum](https://github.com/orgs/AutoResearch/discussions/categories/module-announcements). ## Including your module into the autora parent package From d98e786f4680df032c6a476f15d5c2abcb3a04e0 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 08:18:18 -0400 Subject: [PATCH 22/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index 28a1795b0..859bf53a1 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -80,7 +80,7 @@ github.com, then you can use Github Actions to automatically publish your packag Once you've published your module, you should take some time to celebrate and announce your contribution in the [AutoRA forum](https://github.com/orgs/AutoResearch/discussions/categories/module-announcements). -## Including your module into the autora parent package +## Incorporating your module into the `autora` parent package Once your package is working, and you've published it on PyPI, you can **make a pull request** on [`autora`](https://github.com/autoresearch/autora) to have it vetted and added to the "parent" package. From 1242b1b8e827590e2ac69834f9ed03fd403b553d Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 08:18:32 -0400 Subject: [PATCH 23/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index 859bf53a1..af52b617e 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -82,7 +82,7 @@ Once you've published your module, you should take some time to celebrate and an ## Incorporating your module into the `autora` parent package -Once your package is working, and you've published it on PyPI, you can **make a pull request** on +Once your package is working and published, you can **make a pull request** on [`autora`](https://github.com/autoresearch/autora) to have it vetted and added to the "parent" package. The following demonstrates how to add a package published under autora-theorist-example in PyPI in the GitHub repository example-contributor/contributor-theorist From 3ca5e10c9e20021d6038ee400b53835551cdf551 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 08:19:45 -0400 Subject: [PATCH 24/57] included conda --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index af52b617e..f84db7a65 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -92,7 +92,7 @@ repository example-contributor/contributor-theorist - include basic documentation in ``docs/index.md`` - include a basic python notebook exposing how to use the module in ``docs/Basic Usage.ipynb`` - include basic tests in ``tests/`` - - be published on PyPI + - be published via PyPI or Conda - be compatible with the current version of the parent package - follow standard python coding guidelines including PEP8 From 54b9ebb2d8262d4fc1608f67a90ef887df4f4c35 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 08:57:45 -0400 Subject: [PATCH 25/57] addressed younes' suggestions --- docs/contribute/index.md | 2 +- docs/contribute/module.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/contribute/index.md b/docs/contribute/index.md index dc5347eb2..fc8956ec5 100644 --- a/docs/contribute/index.md +++ b/docs/contribute/index.md @@ -63,7 +63,7 @@ these packages in the form of pull requests, bug reports, and feature requests. [core contributor guide](core.md). Feel free to ask any questions or provide any feedback regarding core contributions on the [AutoRA forum](https://github.com/orgs/AutoResearch/discussions/categories/core-contributions). -For core contributions, it is possible to set up your python environment in many different ways. +For core contributions, including contributions to [`autora-synthetic`](https://github.com/autoresearch/autora-synthetic), it is possible to set up your python environment in many different ways. One setup which works for us is described in [the setup guide](./setup.md). !!! hint diff --git a/docs/contribute/module.md b/docs/contribute/module.md index f84db7a65..245060f1c 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -72,7 +72,7 @@ pip install -e ".[dev]" There are several ways to publish your package, depending on how you set up your repository. -- If you used the **cookiecutter template**, and uploaded your repository to +- If you used the **cookiecutter template** with the advanced setup, and uploaded your repository to github.com, then you can use Github Actions to automatically publish your package to PyPI or Conda. - If you used the **unguided template**, or you want to manually publish your package, you can follow [step 7 in this guide](https://github.com/AutoResearch/autora-template). From 3af9643c147c4609f613e71fbfe2a5928bb0a80b Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:02:23 -0400 Subject: [PATCH 26/57] Update docs/contribute/experimentalist-module.md Co-authored-by: benwandrew --- docs/contribute/experimentalist-module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/experimentalist-module.md b/docs/contribute/experimentalist-module.md index f77b56f2c..b38afc08c 100644 --- a/docs/contribute/experimentalist-module.md +++ b/docs/contribute/experimentalist-module.md @@ -38,7 +38,7 @@ a numpy array, iterator variable or other data format. ### Implementing poolers Once you've created your repository, you can implement your experimentalist pooler by editing the `init.py` file in -``src/autora/experimentalist/pooler/name-of-your-experimentalist/``. +``src/autora/experimentalist/pooler/name_of_your_experimentalist/``. You may also add additional files to this directory if needed. It is important that the `init.py` file contains a function called `name-of-your-experimentalist` which returns a pool of experimental conditions (e.g., as an iterator object or numpy array). From 735ec465cafcac9c3c450c64abe6c51252c54d29 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:02:30 -0400 Subject: [PATCH 27/57] Update docs/contribute/experimentalist-module.md Co-authored-by: benwandrew --- docs/contribute/experimentalist-module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/experimentalist-module.md b/docs/contribute/experimentalist-module.md index b38afc08c..de6f1c6e5 100644 --- a/docs/contribute/experimentalist-module.md +++ b/docs/contribute/experimentalist-module.md @@ -40,7 +40,7 @@ a numpy array, iterator variable or other data format. Once you've created your repository, you can implement your experimentalist pooler by editing the `init.py` file in ``src/autora/experimentalist/pooler/name_of_your_experimentalist/``. You may also add additional files to this directory if needed. -It is important that the `init.py` file contains a function called `name-of-your-experimentalist` +It is important that the `init.py` file contains a function called `name_of_your_experimentalist` which returns a pool of experimental conditions (e.g., as an iterator object or numpy array). The following example ``init.py`` illustrates the implementation of a simple experimentalist pooler From 8032c331827855a83b9708232cf580166ed260fb Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:02:38 -0400 Subject: [PATCH 28/57] Update docs/contribute/experimentalist-module.md Co-authored-by: benwandrew --- docs/contribute/experimentalist-module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/experimentalist-module.md b/docs/contribute/experimentalist-module.md index de6f1c6e5..6961ea73b 100644 --- a/docs/contribute/experimentalist-module.md +++ b/docs/contribute/experimentalist-module.md @@ -44,7 +44,7 @@ It is important that the `init.py` file contains a function called `name_of_your which returns a pool of experimental conditions (e.g., as an iterator object or numpy array). The following example ``init.py`` illustrates the implementation of a simple experimentalist pooler -that generates a grid of sampels within the specified bounds of each independent variable (IV): +that generates a grid of samples within the specified bounds of each independent variable (IV): ```python From ae7fe2064967dd0014f33998eff228f612888cec Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:02:45 -0400 Subject: [PATCH 29/57] Update docs/contribute/experimentalist-module.md Co-authored-by: benwandrew --- docs/contribute/experimentalist-module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/experimentalist-module.md b/docs/contribute/experimentalist-module.md index 6961ea73b..60308b25b 100644 --- a/docs/contribute/experimentalist-module.md +++ b/docs/contribute/experimentalist-module.md @@ -85,7 +85,7 @@ def grid_pool(ivs: List[IV]): ### Implementing samplers Once you've created your repository, you can implement your experimentalist sampler by editing the `init.py` file in -``src/autora/experimentalist/sampler/name-of-your-experimentalist/``. +``src/autora/experimentalist/sampler/name_of_your_experimentalist/``. You may also add additional files to this directory if needed. It is important that the `init.py` file contains a function called `name-of-your-experimentalist` which returns a set of experimental conditions (e.g., as a numpy array) given a pool of candidate experimental conditions. From 02b5f393833e28a106e5dbf559960231359610c4 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:02:52 -0400 Subject: [PATCH 30/57] Update docs/contribute/experimentalist-module.md Co-authored-by: benwandrew --- docs/contribute/experimentalist-module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/experimentalist-module.md b/docs/contribute/experimentalist-module.md index 60308b25b..0c145713d 100644 --- a/docs/contribute/experimentalist-module.md +++ b/docs/contribute/experimentalist-module.md @@ -87,7 +87,7 @@ def grid_pool(ivs: List[IV]): Once you've created your repository, you can implement your experimentalist sampler by editing the `init.py` file in ``src/autora/experimentalist/sampler/name_of_your_experimentalist/``. You may also add additional files to this directory if needed. -It is important that the `init.py` file contains a function called `name-of-your-experimentalist` +It is important that the `init.py` file contains a function called `name_of_your_experimentalist` which returns a set of experimental conditions (e.g., as a numpy array) given a pool of candidate experimental conditions. The following example ``init.py`` illustrates the implementation of a simple experimentalist sampler From 5a76b3c355a4c44a746c28aa780727bee6b94576 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:03:03 -0400 Subject: [PATCH 31/57] Update docs/contribute/experimentalist-module.md Co-authored-by: benwandrew --- docs/contribute/experimentalist-module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/experimentalist-module.md b/docs/contribute/experimentalist-module.md index 0c145713d..fe30a77d7 100644 --- a/docs/contribute/experimentalist-module.md +++ b/docs/contribute/experimentalist-module.md @@ -95,7 +95,7 @@ that uniformly samples without replacement from a pool of candidate conditions. ```python """ -Example Experimentalist Pooler +Example Experimentalist Sampler """ import random From 83a9dfb6507efcf36fe952a7d7a75c9f6f3388a8 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:03:53 -0400 Subject: [PATCH 32/57] Update docs/contribute/experimentalist-module.md Co-authored-by: benwandrew --- docs/contribute/experimentalist-module.md | 1 - 1 file changed, 1 deletion(-) diff --git a/docs/contribute/experimentalist-module.md b/docs/contribute/experimentalist-module.md index fe30a77d7..5e17bd8a4 100644 --- a/docs/contribute/experimentalist-module.md +++ b/docs/contribute/experimentalist-module.md @@ -100,7 +100,6 @@ Example Experimentalist Sampler import random from typing import Iterable, Sequence, Union -from autora.utils.deprecation import deprecated_alias random_sample(conditions: Union[Iterable, Sequence], n: int = 1): """ From 674ca8e27df075cf728623930df95c7c75002c11 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:04:01 -0400 Subject: [PATCH 33/57] Update docs/contribute/index.md Co-authored-by: benwandrew --- docs/contribute/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/index.md b/docs/contribute/index.md index fc8956ec5..ce7a38f2e 100644 --- a/docs/contribute/index.md +++ b/docs/contribute/index.md @@ -5,7 +5,7 @@ We invite contributions to all parts of the project, including the ["core" packa project structure, along with pointers to more detailed contribution guides for each part of the project. !!! hint - If you run into any issues or have any questions regarding a contribution to AutoRA, please reach out to us at the + If you run into any issues or have any questions regarding a contribution to AutoRA, please reach out to us on the [AutoRA forum](https://github.com/orgs/AutoResearch/discussions). We look forward to hearing from you! From f5b868f4fd38248204f1faf0afbcb6c3796b2ecb Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:04:15 -0400 Subject: [PATCH 34/57] Update docs/contribute/index.md Co-authored-by: benwandrew --- docs/contribute/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/index.md b/docs/contribute/index.md index ce7a38f2e..9e853c16b 100644 --- a/docs/contribute/index.md +++ b/docs/contribute/index.md @@ -31,7 +31,7 @@ You may contribute to any of the core packages or develop your own module as a s ## Module Contributions Modules include theorists, experimentalists, experiment runners, or other functionalities not covered by the core packages. -All modules are child packages and can become optional dependencies of the autora parent package. Modules packages are +All modules are child packages and can become optional dependencies of the `autora` parent package. Modules packages are owned and maintained by you, the contributor, which provides several advantages: - *Easy setup*: We provide simple [templates](module.md) for modules, which you can use to get started quickly - *Independence*: You can develop and maintain your package independently of other modules packages (and thereby avoid dependency conflicts) From ac00888b3c6fb1d1c9eed2f16d403e13ab0226bd Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:04:21 -0400 Subject: [PATCH 35/57] Update docs/contribute/index.md Co-authored-by: benwandrew --- docs/contribute/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/index.md b/docs/contribute/index.md index 9e853c16b..9c81c46dd 100644 --- a/docs/contribute/index.md +++ b/docs/contribute/index.md @@ -34,7 +34,7 @@ Modules include theorists, experimentalists, experiment runners, or other functi All modules are child packages and can become optional dependencies of the `autora` parent package. Modules packages are owned and maintained by you, the contributor, which provides several advantages: - *Easy setup*: We provide simple [templates](module.md) for modules, which you can use to get started quickly -- *Independence*: You can develop and maintain your package independently of other modules packages (and thereby avoid dependency conflicts) +- *Independence*: You can develop and maintain your package independently of other child packages (and thereby avoid dependency conflicts) - *Ownership*: You can publish your package on PyPI or Conda, use it in other projects, and get credit for its use. For details on how to submit child packages From efa7ae229b3b8deaf04c644d70651dbc1c7f6e1c Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:04:28 -0400 Subject: [PATCH 36/57] Update docs/contribute/index.md Co-authored-by: benwandrew --- docs/contribute/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/index.md b/docs/contribute/index.md index 9c81c46dd..4ec1c3dda 100644 --- a/docs/contribute/index.md +++ b/docs/contribute/index.md @@ -47,7 +47,7 @@ for inclusion in `autora`, see The following packages are considered core packages, and are actively maintained by the [Autonomous Empirical Research Group](https://musslick.github.io/AER_website/Team.html): -- **autora-core** [`https://github.com/autoresearch/autora-core`](https://github.com/autoresearch/autora-core) This package includes fundamental utilities +- **autora-core** [`https://github.com/autoresearch/autora-core`](https://github.com/autoresearch/autora-core) This package includes fundamental utilities and building blocks for all the other packages. This is always installed when a user installs `autora` and can be a dependency of other child packages. From 67b39349134b9d998672c720e4970c93680ee27f Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:04:38 -0400 Subject: [PATCH 37/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index 245060f1c..264edd1f3 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -1,6 +1,6 @@ # Module Contributions -Theorist, experimentalists, experiment runners and other novel functionalities are implemented as a "child" packages. +Theorists, experimentalists, experiment runners and other novel functionalities are implemented as "child" packages. They are based on either - the [cookiecutter template (recommended)](https://github.com/AutoResearch/autora-template-cookiecutter), or From c08f7096f2bc0ee17617959a4ac17b2a69517960 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:04:48 -0400 Subject: [PATCH 38/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index 264edd1f3..8629565ff 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -32,7 +32,7 @@ Please refer to the following guides on implementing - [experiment runners](experiment-runner-module.md) If the feature you seek to implement does not fit in any of these categories, then -you can you can create folders for new categories. If you are unsure how to proceed, you are always welcome +you can create folders for new categories. If you are unsure how to proceed, you are always welcome to ask for help in the [AutoRA forum](https://github.com/orgs/AutoResearch/discussions/categories/module-contributions). ### Step 2 (Optional): Add Tests From c741b6c8af89a550ae5676c71910087b799e80da Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:04:59 -0400 Subject: [PATCH 39/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index 8629565ff..cfe71eda2 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -37,7 +37,7 @@ to ask for help in the [AutoRA forum](https://github.com/orgs/AutoResearch/discu ### Step 2 (Optional): Add Tests -It is highly encouraged to add unit tests to ensure your code is working as intended. These can be [doctests](https://docs.python.org/3/library/doctest.html) or as test cases in `tests/test_your_contribution_name.py`. +It is highly encouraged to add unit tests to ensure your code is working as intended. These can be [doctests](https://docs.python.org/3/library/doctest.html) or test cases in `tests/test_your_contribution_name.py`. For example, if you are implementing an experiment sampler, you may rename and modify the ``tests/test_experimentalist_sampler_example.py``. From 4a2e8d17b71f40290017c41f13df819aaabeea56 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:05:06 -0400 Subject: [PATCH 40/57] Update docs/contribute/experimentalist-module.md Co-authored-by: benwandrew --- docs/contribute/experimentalist-module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/experimentalist-module.md b/docs/contribute/experimentalist-module.md index 5e17bd8a4..ba24154fa 100644 --- a/docs/contribute/experimentalist-module.md +++ b/docs/contribute/experimentalist-module.md @@ -10,7 +10,7 @@ by an experiment runner. Experimentalists are generally implemented as functions Experimentalists can be implemented as *poolers* or as *samplers*. - **Poolers** return a pool of candidate experimental conditions, which can be passed to a sampler that selects a subset of conditions from the pool to be used in the next experiment. -- **Samplers** directly return a subset of experimental conditions from a pool of candidate experimental conditions. +- **Samplers** directly return a subset of experimental conditions from a pool of candidate experimental conditions that already exist. ## Repository Setup From b55927ae1153fcb6c7e005f1ba89852559ff4e9b Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:05:12 -0400 Subject: [PATCH 41/57] Update docs/contribute/experimentalist-module.md Co-authored-by: benwandrew --- docs/contribute/experimentalist-module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/experimentalist-module.md b/docs/contribute/experimentalist-module.md index ba24154fa..357a2f79a 100644 --- a/docs/contribute/experimentalist-module.md +++ b/docs/contribute/experimentalist-module.md @@ -15,7 +15,7 @@ Experimentalists can be implemented as *poolers* or as *samplers*. ## Repository Setup We recommend using the [cookiecutter template](https://github.com/AutoResearch/autora-template-cookiecutter) to set up -a repository for your experimentalist. Alternatively, you use the +a repository for your experimentalist. Alternatively, you can use the [unguided template](https://github.com/AutoResearch/autora-template). If you are using the cookiecutter template, you can set up your repository using ```shell From fe86e8583a680f4a49a97100c78e10acde185ab4 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:05:18 -0400 Subject: [PATCH 42/57] Update docs/contribute/experimentalist-module.md Co-authored-by: benwandrew --- docs/contribute/experimentalist-module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/experimentalist-module.md b/docs/contribute/experimentalist-module.md index 357a2f79a..c499d1e73 100644 --- a/docs/contribute/experimentalist-module.md +++ b/docs/contribute/experimentalist-module.md @@ -16,7 +16,7 @@ Experimentalists can be implemented as *poolers* or as *samplers*. We recommend using the [cookiecutter template](https://github.com/AutoResearch/autora-template-cookiecutter) to set up a repository for your experimentalist. Alternatively, you can use the -[unguided template](https://github.com/AutoResearch/autora-template). If you are using the cookiecutter template, you can set up your repository using +[unguided template](https://github.com/AutoResearch/autora-template). If you choose the cookiecutter template, you can set up your repository using ```shell cookiecutter https://github.com/AutoResearch/autora-template-cookiecutter From 83a8d0dce28e38879ae41edae234abbd79bff405 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:05:25 -0400 Subject: [PATCH 43/57] Update docs/contribute/experimentalist-module.md Co-authored-by: benwandrew --- docs/contribute/experimentalist-module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/experimentalist-module.md b/docs/contribute/experimentalist-module.md index c499d1e73..ef96c3a7b 100644 --- a/docs/contribute/experimentalist-module.md +++ b/docs/contribute/experimentalist-module.md @@ -28,7 +28,7 @@ Make sure to select the `experimentalist` option when prompted. You may also sel ## Implementation Irrespective of whether you are implementing a pooler or a sampler, -you would want to implement a function that returns a set of experimental conditions. This set may be +you should implement a function that returns a set of experimental conditions. This set may be a numpy array, iterator variable or other data format. !!! hint From b91e51d25f36b44e849005da78e432c0f92b5280 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:05:49 -0400 Subject: [PATCH 44/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index cfe71eda2..058e60bee 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -38,7 +38,7 @@ to ask for help in the [AutoRA forum](https://github.com/orgs/AutoResearch/discu ### Step 2 (Optional): Add Tests It is highly encouraged to add unit tests to ensure your code is working as intended. These can be [doctests](https://docs.python.org/3/library/doctest.html) or test cases in `tests/test_your_contribution_name.py`. -For example, if you are implementing an experiment sampler, you may rename and modify the +For example, if you are implementing a sampler experimentalist, you may rename and modify the ``tests/test_experimentalist_sampler_example.py``. *Note: Tests are required if you wish that your feature becomes part of the main From a09699e21c4c38ecae0a8d3eeea91b8f530160bb Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:05:58 -0400 Subject: [PATCH 45/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index 058e60bee..d44ee7f8f 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -41,7 +41,7 @@ It is highly encouraged to add unit tests to ensure your code is working as inte For example, if you are implementing a sampler experimentalist, you may rename and modify the ``tests/test_experimentalist_sampler_example.py``. -*Note: Tests are required if you wish that your feature becomes part of the main +*Note: Tests are required for your module to become part of the main [autora](https://github.com/AutoResearch/autora) package. However, regardless of whether you choose to implement tests, you will still be able to install your package separately, in addition to autora.* From b59cad7c96d3af7144ded7e35f26689825562bf4 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:06:06 -0400 Subject: [PATCH 46/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index d44ee7f8f..e8999a691 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -43,7 +43,7 @@ For example, if you are implementing a sampler experimentalist, you may rename a *Note: Tests are required for your module to become part of the main [autora](https://github.com/AutoResearch/autora) package. However, regardless of whether you choose to implement tests, -you will still be able to install your package separately, in addition to autora.* +you will still be able to install your package separately, in addition to `autora`.* ### Step 3 (Optional): Add Documentation From 235bfb359622773f67db33f23b7c5752abf7d51a Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:06:17 -0400 Subject: [PATCH 47/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index e8999a691..435c47eaa 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -47,7 +47,7 @@ you will still be able to install your package separately, in addition to `autor ### Step 3 (Optional): Add Documentation -It is highly encouraged that you add documentation of your package in your `docs/index.md`. You can also add new pages +It is highly encouraged that you add documentation of your package in `docs/index.md`. You can also add new or delete unnecessary pages in the `docs` folder. Update the `mkdocs.yml` file to reflect structure of the documentation. For example, you can add new pages or delete pages that you deleted from the `docs` folder. From 69778431646c66a5232baeb94751e0b2ebbd9748 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:06:25 -0400 Subject: [PATCH 48/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index 435c47eaa..da4e66ddc 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -48,7 +48,7 @@ you will still be able to install your package separately, in addition to `autor ### Step 3 (Optional): Add Documentation It is highly encouraged that you add documentation of your package in `docs/index.md`. You can also add new or delete unnecessary pages -in the `docs` folder. Update the `mkdocs.yml` file to reflect structure of the documentation. For example, you can add +in the `docs` folder. However you structure your documentation, be sure that structure is reflected in the `mkdocs.yml` file. new pages or delete pages that you deleted from the `docs` folder. You are also encouraged to describe basic usage of your theorist in the From 133a72d41f5a21bf48e09fb6592ec8ee7f757719 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:06:34 -0400 Subject: [PATCH 49/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 1 - 1 file changed, 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index da4e66ddc..66afe07bf 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -49,7 +49,6 @@ you will still be able to install your package separately, in addition to `autor It is highly encouraged that you add documentation of your package in `docs/index.md`. You can also add new or delete unnecessary pages in the `docs` folder. However you structure your documentation, be sure that structure is reflected in the `mkdocs.yml` file. -new pages or delete pages that you deleted from the `docs` folder. You are also encouraged to describe basic usage of your theorist in the python notebook ``Basic Usage.ipynb`` in the `docs` folder. Finally you can outline the basic setup of your theorist in From 55aa4bba02a166c3ccf15c278e0878dfd91e8d42 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:06:44 -0400 Subject: [PATCH 50/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index 66afe07bf..e4d793eee 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -50,7 +50,7 @@ you will still be able to install your package separately, in addition to `autor It is highly encouraged that you add documentation of your package in `docs/index.md`. You can also add new or delete unnecessary pages in the `docs` folder. However you structure your documentation, be sure that structure is reflected in the `mkdocs.yml` file. -You are also encouraged to describe basic usage of your theorist in the +You are also encouraged to describe basic usage of your module in the python notebook ``Basic Usage.ipynb`` in the `docs` folder. Finally you can outline the basic setup of your theorist in the `docs/quickstart.md` file. From a4e730c284aad82489d1f438e8a8bf9bb3a508a5 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:06:53 -0400 Subject: [PATCH 51/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index e4d793eee..617b932a2 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -51,7 +51,7 @@ It is highly encouraged that you add documentation of your package in `docs/inde in the `docs` folder. However you structure your documentation, be sure that structure is reflected in the `mkdocs.yml` file. You are also encouraged to describe basic usage of your module in the -python notebook ``Basic Usage.ipynb`` in the `docs` folder. Finally you can outline the basic setup of your theorist in +python notebook ``Basic Usage.ipynb`` in the `docs` folder. Finally you can outline the basic setup of your module in the `docs/quickstart.md` file. *Note: Docmentation is required if you wish that your feature becomes part of the main From 0fa47442e14b137197934d2621c3c09239ca0e5f Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:07:01 -0400 Subject: [PATCH 52/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index 617b932a2..2096c877a 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -54,7 +54,7 @@ You are also encouraged to describe basic usage of your module in the python notebook ``Basic Usage.ipynb`` in the `docs` folder. Finally you can outline the basic setup of your module in the `docs/quickstart.md` file. -*Note: Docmentation is required if you wish that your feature becomes part of the main +*Note: Documentation is required for your module to become part of the main [autora](https://github.com/AutoResearch/autora) package. However, regardless of whether you choose to write documentation, you will still be able to install your package separately, in addition to autora.* From fae97e64533dbfd844af46bc34646247815ba202 Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:07:10 -0400 Subject: [PATCH 53/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index 2096c877a..65e7ebfb9 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -56,7 +56,7 @@ the `docs/quickstart.md` file. *Note: Documentation is required for your module to become part of the main [autora](https://github.com/AutoResearch/autora) package. However, regardless of whether you choose to write -documentation, you will still be able to install your package separately, in addition to autora.* +documentation, you will still be able to install your package separately, in addition to `autora`.* ### Step 4: Add Dependencies From d28ff97b9998f797bd935429d61e51d70c6784ec Mon Sep 17 00:00:00 2001 From: Sebastian Musslick Date: Fri, 16 Jun 2023 11:07:18 -0400 Subject: [PATCH 54/57] Update docs/contribute/module.md Co-authored-by: benwandrew --- docs/contribute/module.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/contribute/module.md b/docs/contribute/module.md index 65e7ebfb9..0eda4bc66 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -60,7 +60,7 @@ documentation, you will still be able to install your package separately, in add ### Step 4: Add Dependencies -In pyproject.toml add the new dependencies under `dependencies` +In the `pyproject.toml` file, add the new dependencies under `dependencies`. Install the added dependencies ```shell From 486340ec51e56ef410498a2c3eb1e2930e4c37f4 Mon Sep 17 00:00:00 2001 From: benwandrew Date: Fri, 16 Jun 2023 15:46:34 +0000 Subject: [PATCH 55/57] docs: add experimentalist-module.md to nav in mkdocs.yml --- mkdocs.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/mkdocs.yml b/mkdocs.yml index 90c5940b5..44c5c9999 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -129,6 +129,7 @@ nav: - Module Contributions: - Overview: 'contribute/module.md' - Theorist Contribution: 'contribute/theorist-module.md' + - Experimentalist Contribution: 'contribute/experimentalist-module.md' - Core Contributions: 'contribute/core.md' - Environment Setup: 'contribute/setup.md' - Pre-Commit Hooks: 'contribute/pre-commit-hooks.md' From efaf4fb176f1a3759bc7dabce3c97f2e81ec81c5 Mon Sep 17 00:00:00 2001 From: benwandrew Date: Fri, 16 Jun 2023 15:50:09 +0000 Subject: [PATCH 56/57] docs: sentence case for all headings in experimentalist-module.md --- docs/contribute/experimentalist-module.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/contribute/experimentalist-module.md b/docs/contribute/experimentalist-module.md index ef96c3a7b..4a5bf866d 100644 --- a/docs/contribute/experimentalist-module.md +++ b/docs/contribute/experimentalist-module.md @@ -1,4 +1,4 @@ -# Contribute an Experimentalist +# Contribute an experimentalist AutoRA experimentalists are meant to return novel experimental conditions based on prior experimental conditions, prior observations, and/or prior models. Such conditions may serve as a basis for new, informative experiments conducted @@ -12,7 +12,7 @@ Experimentalists can be implemented as *poolers* or as *samplers*. a subset of conditions from the pool to be used in the next experiment. - **Samplers** directly return a subset of experimental conditions from a pool of candidate experimental conditions that already exist. -## Repository Setup +## Repository setup We recommend using the [cookiecutter template](https://github.com/AutoResearch/autora-template-cookiecutter) to set up a repository for your experimentalist. Alternatively, you can use the @@ -121,7 +121,7 @@ random_sample(conditions: Union[Iterable, Sequence], n: int = 1): ``` -## Next Steps: Testing, Documentation, Publishing +## Next steps: testing, documentation, publishing For more information on how to test, document, and publish your experimentalist, please refer to the [general guideline for module contributions](module.md) . From ca638aa3c3a88ed340441985c0fef328a6a21b54 Mon Sep 17 00:00:00 2001 From: benwandrew Date: Fri, 16 Jun 2023 15:59:44 +0000 Subject: [PATCH 57/57] docs: sentence case for headings throughout contributor docs --- docs/contribute/core.md | 2 +- docs/contribute/index.md | 8 ++++---- docs/contribute/module.md | 12 +++++++----- docs/contribute/pre-commit-hooks.md | 4 ++-- docs/contribute/setup.md | 6 +++--- docs/contribute/theorist-module.md | 6 +++--- 6 files changed, 20 insertions(+), 18 deletions(-) diff --git a/docs/contribute/core.md b/docs/contribute/core.md index 4a6b94b4b..efd307dac 100644 --- a/docs/contribute/core.md +++ b/docs/contribute/core.md @@ -1,4 +1,4 @@ -# Contribute to Core Packages +# Contribute to core packages Core contributions are changes to AutoRA which aren't experimentalists, (synthetic) experiment runners, or theorists. The primary purpose of the core is to provide utilities for: diff --git a/docs/contribute/index.md b/docs/contribute/index.md index 4ec1c3dda..310098eb1 100644 --- a/docs/contribute/index.md +++ b/docs/contribute/index.md @@ -1,4 +1,4 @@ -# Contributor Guide +# Contributor guide The AutoRA project is a collection of packages which together form a framework for closed-loop empirical research. We invite contributions to all parts of the project, including the ["core" packages](core.md), and the [modules](module.md). Below is a brief overview of the @@ -10,7 +10,7 @@ project structure, along with pointers to more detailed contribution guides for -## Project Structure +## Project structure Contributions to AutoRA are organized into one "parent" and many "child" packages. Child packages are generally maintained by individual contributors. The parent package, along with some other @@ -28,7 +28,7 @@ to install. You may contribute to any of the core packages or develop your own module as a stand-alone package (see below). -## Module Contributions +## Module contributions Modules include theorists, experimentalists, experiment runners, or other functionalities not covered by the core packages. All modules are child packages and can become optional dependencies of the `autora` parent package. Modules packages are @@ -42,7 +42,7 @@ for inclusion in `autora`, see [the module contributor guide](./module.md). Feel free to post questions and feedback regarding module contributions on the [AutoRA forum](https://github.com/orgs/AutoResearch/discussions/categories/module-contributions). -## Core Contributions +## Core contributions The following packages are considered core packages, and are actively maintained by the [Autonomous Empirical Research Group](https://musslick.github.io/AER_website/Team.html): diff --git a/docs/contribute/module.md b/docs/contribute/module.md index 0eda4bc66..3bb8935e8 100644 --- a/docs/contribute/module.md +++ b/docs/contribute/module.md @@ -1,4 +1,4 @@ -# Module Contributions +# Module contributions Theorists, experimentalists, experiment runners and other novel functionalities are implemented as "child" packages. They are based on either @@ -22,7 +22,7 @@ They are based on either After setting up your repository and linking it to your GitHub account, you can start implementing your module. -### Step 1: Implement Your Code +### Step 1: implement your code You may implement your code in the ``init.py`` located in the respective feature folder in ``src/autora``. @@ -35,7 +35,7 @@ If the feature you seek to implement does not fit in any of these categories, th you can create folders for new categories. If you are unsure how to proceed, you are always welcome to ask for help in the [AutoRA forum](https://github.com/orgs/AutoResearch/discussions/categories/module-contributions). -### Step 2 (Optional): Add Tests +### Step 2 (optional): add tests It is highly encouraged to add unit tests to ensure your code is working as intended. These can be [doctests](https://docs.python.org/3/library/doctest.html) or test cases in `tests/test_your_contribution_name.py`. For example, if you are implementing a sampler experimentalist, you may rename and modify the @@ -45,7 +45,7 @@ For example, if you are implementing a sampler experimentalist, you may rename a [autora](https://github.com/AutoResearch/autora) package. However, regardless of whether you choose to implement tests, you will still be able to install your package separately, in addition to `autora`.* -### Step 3 (Optional): Add Documentation +### Step 3 (optional): add documentation It is highly encouraged that you add documentation of your package in `docs/index.md`. You can also add new or delete unnecessary pages in the `docs` folder. However you structure your documentation, be sure that structure is reflected in the `mkdocs.yml` file. @@ -58,7 +58,7 @@ the `docs/quickstart.md` file. [autora](https://github.com/AutoResearch/autora) package. However, regardless of whether you choose to write documentation, you will still be able to install your package separately, in addition to `autora`.* -### Step 4: Add Dependencies +### Step 4: add dependencies In the `pyproject.toml` file, add the new dependencies under `dependencies`. @@ -128,6 +128,7 @@ mkdocs serve ### Add the package as optional dependency + In the `pyorject.toml` file add an optional dependency for the package in the `[project.optional-dependencies]` section: ```toml @@ -155,6 +156,7 @@ pip install -U -e ".[dev]" ... and check that your package is still importable and works as expected. ### Import documentation from the package repository + Import the documentation in the `mkdocs.yml` file: ```yml - User Guide: diff --git a/docs/contribute/pre-commit-hooks.md b/docs/contribute/pre-commit-hooks.md index 4e8827f1e..f780fe9a6 100644 --- a/docs/contribute/pre-commit-hooks.md +++ b/docs/contribute/pre-commit-hooks.md @@ -1,4 +1,4 @@ -# Pre-Commit Hooks +# Pre-commit hooks We use [`pre-commit`](https://pre-commit.com) to manage pre-commit hooks. @@ -11,7 +11,7 @@ We use pre-commit hooks to: The hooks and their settings are specified in the `.pre-commit-config.yaml` in each repository. -## Handling Pre-Commit Hook Errors +## Handling pre-commit hook errors If your `git commit` fails because of the pre-commit hook, then you should: diff --git a/docs/contribute/setup.md b/docs/contribute/setup.md index d30244df0..bc9c78ec9 100644 --- a/docs/contribute/setup.md +++ b/docs/contribute/setup.md @@ -1,4 +1,4 @@ -# Setup Guide +# Setup guide It's possible to set up your python environment in many different ways. @@ -26,9 +26,9 @@ The following sections describe how to install and configure the recommended set - **macOS**: Joe Kissell. [*Take Control of the Mac Command Line with Terminal, 3rd Edition*](https://bruknow.library.brown.edu/permalink/01BU_INST/528fgv/cdi_safari_books_v2_9781947282513). Take Control Books, 2022. Chapters *Read Me First* through *Bring the Command Line Into The Real World*. - **Linux**: William E. Shotts. [*The Linux Command Line: a Complete Introduction. 2nd edition.*](https://bruknow.library.brown.edu/permalink/01BU_INST/9mvq88/alma991043239704906966). No Starch Press, 2019. Parts *I: Learning the Shell* and *II: Configuration and the Environment*. -## Development Setup +## Development setup -### Clone the Repository +### Clone the repository The easiest way to clone the repo is to go to [the repository page on GitHub](https://github.com/AutoResearch/autora) and click the "<> Code" button and follow the prompts. diff --git a/docs/contribute/theorist-module.md b/docs/contribute/theorist-module.md index f0e6204bb..9941002a7 100644 --- a/docs/contribute/theorist-module.md +++ b/docs/contribute/theorist-module.md @@ -1,4 +1,4 @@ -# Contribute a Theorist +# Contribute a theorist AutoRA theorists are meant to return scientific models describing the relationship between experimental conditions and observations. Such models may take the form of a simple linear regression, non-linear equations, causal graphs, @@ -11,7 +11,7 @@ a more complex neural network, or other models which All theorists are implemented as `sklearn` regressors. They are fitted based on experimental conditions and respective observations, and can be used to predict observations for new experimental conditions. -## Repository Setup +## Repository setup We recommend using the [cookiecutter template](https://github.com/AutoResearch/autora-template-cookiecutter) to set up a repository for your theorist. Alternatively, you use the @@ -67,7 +67,7 @@ class ExampleRegressor(BaseEstimator): return self.polynomial(conditions) ``` -## Next Steps: Testing, Documentation, Publishing +## Next steps: testing, documentation, publishing For more information on how to test, document, and publish your theorist, please refer to the [general guideline for module contributions](module.md) .

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