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| # LynxKite 2000:MM | |
| LynxKite 2000:MM is a GPU-accelerated data science platform and a general tool for collaboratively edited workflows. | |
| Features include: | |
| - A web UI for building and executing data science workflows. | |
| - An extensive toolbox of graph analytics operations powered by NVIDIA RAPIDS (CUDA). | |
| - An integrated collaborative code editor makes it easy to add new operations. | |
| - An environment for visually designing neural network model architectures. | |
| - The infrastructure for easily creating other workflow design environments. See `lynxkite-pillow-example` for a simple example. | |
| This is the next evolution of the classical [LynxKite](https://github.com/lynxkite/lynxkite). | |
| The two tools offer similar functionality, but are not compatible. | |
| This version runs on GPU clusters instead of Hadoop clusters. | |
| It targets CUDA instead of Apache Spark. It is much more extensible. | |
| Check out our [**online demo**](https://lynx-analytics-lynxkite.hf.space/). | |
| ## Structure | |
| - `lynxkite-core`: Core types and utilities. Depend on this lightweight package if you are writing LynxKite plugins. | |
| - `lynxkite-app`: The LynxKite web application. Install some plugins then run this to use LynxKite. | |
| - `lynxkite-graph-analytics`: Graph analytics plugin. The classical LynxKite experience! | |
| - `lynxkite-pillow`: A simple example plugin. | |
| - `docs`: User-facing documentation. It's shared between all packages. | |
| ## Development | |
| Install everything like this: | |
| ```bash | |
| uv venv | |
| source .venv/bin/activate | |
| uvx pre-commit install | |
| # The [dev] tag is only needed if you intend on running tests | |
| uv pip install -e lynxkite-core/[dev] -e lynxkite-app/[dev] -e lynxkite-graph-analytics/[dev] -e lynxkite-pillow-example/ | |
| ``` | |
| This also builds the frontend, hopefully very quickly. To run it: | |
| ```bash | |
| cd examples && lynxkite | |
| ``` | |
| If you also want to make changes to the frontend with hot reloading: | |
| ```bash | |
| cd lynxkite-app/web | |
| npm run dev | |
| ``` | |
| ## Executing tests | |
| Run all tests with a single command, or look inside to see how to run them individually: | |
| ```bash | |
| ./test.sh | |
| ``` | |
| ## Documentation | |
| To work on the documentation: | |
| ```bash | |
| uv pip install mkdocs-material mkdocstrings[python] | |
| mkdocs serve | |
| ``` | |
| ## License | |
| LynxKite 2000:MM is licensed under the GNU AGPLv3. See the [LICENSE](LICENSE) file for details. | |
| [Lynx Analytics](https://www.lynxanalytics.com/) offers a commercial license of LynxKite 2000:MM | |
| that includes additional features and support. Get in touch if you are interested in life sciences tools | |
| and cluster deployment! | |