GPU-accelerated differentiable graph layout engine built on PyTorch
Project description
dagua
GPU-accelerated differentiable graph layout engine built on PyTorch.
DAG + agua. Directed acyclic graphs + water. Named after the Dagua River in Colombia — a river flows downhill (like a DAG), never cycles back (acyclic), and finds its own path through the landscape (like gradient descent finding optimal node positions).
Why?
Graphviz has dominated graph visualization for 30 years but has hard scaling limits. No existing Python package provides pip-installable, hierarchical (Sugiyama-style) graph layout. Dagua fills this gap: pip install dagua, pure Python + PyTorch, GPU-accelerated, hierarchical layout with composable constraints.
Status
Pre-alpha. Under active development.
License
MIT
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file dagua-0.0.1.tar.gz.
File metadata
- Download URL: dagua-0.0.1.tar.gz
- Upload date:
- Size: 3.0 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.11.6
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
911da335eeb5e616ec0ed2e8ef72743ea18023e7c5087c9877340db57722037c
|
|
| MD5 |
c4f4e12670d258a7df9db9f2ff591e55
|
|
| BLAKE2b-256 |
9e263d8a117dc468c1f194d3d36440d9ea80e3f98c98bdcfbef4eac195484571
|
File details
Details for the file dagua-0.0.1-py3-none-any.whl.
File metadata
- Download URL: dagua-0.0.1-py3-none-any.whl
- Upload date:
- Size: 3.1 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.11.6
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
9d735954771b873a8e292725a3c9239309c8e6f114de137e6c38cd45ba7e860f
|
|
| MD5 |
8a14d4e68b96e67cfbda66a57212f681
|
|
| BLAKE2b-256 |
25ae47b3410375eef99a43d37d70df2ccecf4b97787c72ac22afd5cf8f34984c
|
