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# Sphinx build info version 1 | ||
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. | ||
config: c7c6314e316c73ef1fc2963ce268e3bc | ||
tags: 645f666f9bcd5a90fca523b33c5a78b7 |
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# Contributing to Hezar | ||
Welcome to Hezar! We greatly appreciate your interest in contributing to this project and helping us make it even more | ||
valuable to the Persian community. Whether you're a developer, researcher, or enthusiast, your contributions are | ||
invaluable in helping us grow and improve Hezar. | ||
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Before you start contributing, please take a moment to review the following guidelines. | ||
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## Code of Conduct | ||
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This project and its community adhere to | ||
the [Contributor Code of Conduct](https://github.com/hezarai/hezar/blob/main/CODE_OF_CONDUCT.md). | ||
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## How to Contribute | ||
|
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### Reporting Bugs | ||
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If you come across a bug or unexpected behavior, please help us by reporting it. | ||
Use the [GitHub Issue Tracker](https://github.com/hezarai/hezar/issues) to create a detailed bug report. | ||
Include information such as: | ||
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||
- A clear and descriptive title. | ||
- Steps to reproduce the bug. | ||
- Expected behavior. | ||
- Actual behavior. | ||
- Your operating system and Python version. | ||
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### Adding features | ||
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Have a great idea for a new feature or improvement? We'd love to hear it. You can open an issue and add your suggestion | ||
with a clear description and further suggestions on how it can be implemented. Also, if you already can implement it | ||
yourself, just follow the instructions on how you can send a PR. | ||
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### Adding/Improving documents | ||
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Have a suggestion to enhance our documentation or want to contribute entirely new sections? We welcome your input!<br> | ||
Here's how you can get involved:<br> | ||
Docs website is deployed here: [https://hezarai.github.io/hezar](https://hezarai.github.io/hezar) and the source for the | ||
docs are located at the [docs](https://github.com/hezarai/hezar/tree/main/docs) folder in the root of the repo. Feel | ||
free to apply your changes or add new docs to this section. Notice that docs are written in Markdown format. In case you have | ||
added new files to this section, you must include them in the `index.md` file in the same folder. For example, if you've | ||
added the file `new_doc.md` to the `get_started` folder, you have to modify `get_started/index.md` and put your file | ||
name there. | ||
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### Commit guidelines | ||
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#### Functional best practices | ||
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- Ensure only one "logical change" per commit for efficient review and flaw identification. | ||
- Smaller code changes facilitate quicker reviews and easier troubleshooting using Git's bisect capability. | ||
- Avoid mixing whitespace changes with functional code changes. | ||
- Avoid mixing two unrelated functional changes. | ||
- Refrain from sending large new features in a single giant commit. | ||
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#### Styling best practices | ||
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- Use imperative mood in the subject (e.g., "Add support for ..." not "Adding support or added support") . | ||
- Keep the subject line short and concise, preferably less than 50 characters. | ||
- Capitalize the subject line and do not end it with a period. | ||
- Wrap body lines at 72 characters. | ||
- Use the body to explain what and why a change was made. | ||
- Do not explain the "how" in the commit message; reserve it for documentation or code. | ||
- For commits referencing an issue or pull request, write the proper commit subject followed by the reference in | ||
parentheses (e.g., "Add NFKC normalizer (#9999)"). | ||
- Reference codes & paths in back quotes (e.g., `variable`, `method()`, `Class()`, `file.py`). | ||
- Preferably use the following [gitmoji](https://gitmoji.dev/) compatible codes at the beginning of your commit message: | ||
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| Emoji Code | Emoji | Description | Example Commit | | ||
|----------------------|-------|----------------------------------------------|----------------------------------------------------------------| | ||
| `:bug:` | 🐛 | Fix a bug or issue | `:bug: Fix issue with image loading in DataLoader` | | ||
| `:sparkles:` | ✨ | Add feature or improvements | `:sparkles: Introduce support for text summarization` | | ||
| `:recycle:` | ♻️ | Refactor code (backward compatible refactor) | `:recycle: Refactor data preprocessing utilities` | | ||
| `:memo:` | 📝 | Add or change docs | `:memo: Update documentation for text classification` | | ||
| `:pencil2:` | ✏️ | Minor change or improvement | `:pencil2: Improve logging in Trainer` | | ||
| `:fire:` | 🔥 | Remove code or file | `:fire: Remove outdated utility function` | | ||
| `:boom:` | 💥 | Introduce breaking changes | `:boom: Update API, requires modification in existing scripts` | | ||
| `:test_tube:` | 🧪 | Test-related changes | `:test_tube: Add unit tests for data loading functions` | | ||
| `:bookmark:` | 🔖 | Version release | `:bookmark: Release v1.0.0` | | ||
| `:adhesive_bandage:` | 🩹 | Non-critical fix | `:adhesive_bandage: Fix minor issue in BPE tokenizer` | | ||
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## Sending a PR | ||
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In order to apply any change to the repo, you have to follow these step: | ||
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1. Fork the Hezar repository. | ||
2. Create a new branch for your feature, bug fix, etc. | ||
3. Make your changes. | ||
4. Update the documentation to reflect your changes. | ||
5. Ensure your code adheres to the [Google Python Style Guide](https://google.github.io/styleguide/pyguide.html). | ||
6. Format the code using `ruff` (`ruff check --fix .`) | ||
7. Write tests to ensure the functionality if needed. | ||
8. Run tests and make sure all of them pass. (Skip this step if your changes do not involve codes) | ||
9. Open a pull request from your fork and the PR template will be automatically loaded to help you do the rest. | ||
10. Be responsive to feedback and comments during the review process. | ||
11. Thanks for contributing to the Hezar project.😉❤️ | ||
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## License | ||
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By contributing to Hezar, you agree that your contributions will be licensed under | ||
the [Apache 2.0 License](https://github.com/hezarai/hezar/blob/main/LICENSE). | ||
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We look forward to your contributions and appreciate your efforts in making Hezar a powerful AI tool for the Persian | ||
community! |
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# Get Started | ||
```{toctree} | ||
:maxdepth: 1 | ||
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overview.md | ||
installation.md | ||
quick_tour.md | ||
``` |
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# Installation | ||
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## Install from PyPi | ||
Installing Hezar is as easy as any other Python library! Most of the requirements are cross-platform and installing | ||
them on any machine is a piece of cake! | ||
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``` | ||
pip install hezar | ||
``` | ||
```{note} | ||
Since v0.39.0, `hezar` is only installable with `Python 3.10` or later! | ||
``` | ||
### Installation variations | ||
Hezar is packed with a lot of tools that are dependent on other packages. Most of the | ||
time you might not want everything to be installed, hence, providing multiple variations of | ||
Hezar so that the installation is light and fast for general use. | ||
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You can install optional dependencies for each mode like so: | ||
``` | ||
pip install hezar[nlp] # For natural language processing | ||
pip install hezar[vision] # For computer vision and image processing | ||
pip install hezar[audio] # For audio and speech processing | ||
pip install hezar[embeddings] # For word embeddings | ||
``` | ||
Or you can also install everything using: | ||
``` | ||
pip install hezar[all] | ||
``` | ||
## Install from source | ||
Also, you can install the dev version of the library using the source: | ||
``` | ||
pip install git+https://github.com/hezarai/hezar.git | ||
``` | ||
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## Test installation | ||
From a Python console or in CLI just import `hezar` and check the version: | ||
```python | ||
import hezar | ||
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print(hezar.__version__) | ||
``` | ||
``` | ||
0.39.1 | ||
``` |
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# Overview | ||
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Welcome to Hezar! A library that makes state-of-the-art machine learning as easy as possible aimed for the Persian | ||
language, built by the Persian community! | ||
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In Hezar, the primary goal is to provide plug-and-play AI/ML utilities so that you don't need to know much about what's | ||
going on under the hood. Hezar is not just a model library, but instead it's packed with every aspect you need for any | ||
ML pipeline like datasets, trainers, preprocessors, feature extractors, etc. | ||
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Hezar is a library that: | ||
- brings together all the best works in AI for Persian | ||
- makes using AI models as easy as a couple of lines of code | ||
- seamlessly integrates with Hugging Face Hub for all of its models | ||
- has a highly developer-friendly interface | ||
- has a task-based model interface which is more convenient for general users. | ||
- is packed with additional tools like word embeddings, tokenizers, feature extractors, etc. | ||
- comes with a lot of supplementary ML tools for deployment, benchmarking, optimization, etc. | ||
- and more! | ||
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To find out more, just take the [quick tour](quick_tour.md)! |