semvec/pypi-packages huggingface dataset:
exdyn 0.0.2
Analyze cell state dynamics dependent on extrinsic factors
Requires Python: >=3.9

# Exdyn
Exdyn is intended to analyze colocalization relation ships between single cell transcriptomes, integrating them with spatial transcriptome.

## Instalation
You can install exdyn using pip command from your shell.
```shell
pip install exdyn  torchtext==0.6.0
```

## Usage
You need to prepare [`AnnData` objects](https://anndata.readthedocs.io/en/latest/) which includes spliced and unspliced transcript counts for single cell transcriptome respectively. You can see the usage in [IPython Notebook1](tutorial/sim_analysis_batched_experimental_conditions.ipynb) and [IPython Notebook2](tutorial/scc_analysis_colocalization_conditions.ipynb).
nebula-realtime-autopilot 0.0.1b0
Symbl.ai Realtime Autopilot for Nebula
Requires Python: >=3.8

# Nebula Realtime Autopilot

## Description

Nebula Realtime Autopilot, developed by Symbl.ai, is a Python library designed for enhancing real-time applications with advanced automation and processing capabilities. It integrates seamlessly with various APIs and services, providing a robust solution for real-time data handling, processing, and decision-making in a variety of applications including chatbots, virtual assistants, and more.

## Installation

To install Nebula Realtime Autopilot, run:

```bash
pip install nebula_realtime_autopilot
```

## Usage

Here's a basic example to demonstrate how to use Nebula Realtime Autopilot:

```python
from nebula_realtime_autopilot.hello import say_hello

# Example usage
say_hello()
```

Replace the above example with more complex and practical use cases pertinent to your library.

## Requirements

- Python 3.6 or higher
- [List any additional dependencies here, if applicable]

## Development Setup

1. **Clone the repository**:

   ```bash
   git clone https://github.com/rammerai/nebula_realtime_autopilot.git
   ```

2. **Install dependencies**:

   ```bash
   pip install -r requirements.txt
   ```

   For development dependencies:

   ```bash
   pip install -r dev-requirements.txt
   ```

## Testing

Run the tests using the provided build script:

```bash
python build.py test
```

Ensure that all tests pass before pushing code changes.

## Building and Releasing

To build the package for distribution:

```bash
python build.py build
```

To release a new version to PyPI:

```bash
python release.py
```

Make sure to update the version information in `setup.py` before releasing a new version.

## Contributing

Contributions are welcome! If you would like to contribute, please:

1. Fork the repository.
2. Create a new branch for your feature.
3. Add your changes and write tests for them.
4. Push the branch and open a pull request.

For major changes, please open an issue first to discuss what you would like to change.

## License

Nebula Realtime Autopilot is released under the MIT License. See the `LICENSE` file for more details.

## Acknowledgments

- Thanks to the Symbl.ai team for guidance and support.
- Community contributors who have helped with valuable suggestions and feedback.

---

For more information, visit our [GitHub Repository](https://github.com/rammerai/nebula_realtime_autopilot).