voided-org/deepkit-ml
The collaborative real-time open-source machine learning devtool and training suite: Experiment execution, tracking, and debugging. With server and project management tools.
Supports layer-level debugging for Keras and PyTorch models, automatic Docker containerization for reproducible remote execution, and real-time metric logging (images, arrays, text). Built entirely in TypeScript with a distributed architecture using a custom reactive framework (Glut.ts) for real-time syncing between desktop/web clients and optional centralized MongoDB-backed servers. Integrates a Python SDK for experiment definition and tracking, with optional GPU scheduling via NVIDIA Docker on Linux servers.
384 stars. No commits in the last 6 months.
Stars
384
Forks
27
Language
TypeScript
License
MIT
Category
Last pushed
Apr 05, 2023
Commits (30d)
0
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