jams-core
| Crates.io | jams-core |
| lib.rs | jams-core |
| version | 0.2.18 |
| source | src |
| created_at | 2024-06-02 14:02:53.504041 |
| updated_at | 2024-11-10 22:19:38.903761 |
| description | jams-core provides thin abstraction around common machine learning and deep learning models and model stores like AWS S3, Azure Blob Storage, MinIO, Local Filesystem. You can think of each component as a LEGO block which can be used to build a system depending on the requirements |
| homepage | https://github.com/gagansingh894/jams-rs |
| repository | https://github.com/gagansingh894/jams-rs/tree/main/jams-core |
| max_upload_size | |
| id | 1259213 |
| size | 1,991,881 |
Gagandeep Singh (gagansingh894)
documentation
README
JAMS-CORE
This library crate is part of a wider project called J.A.M.S - Just Another Model Server. Please refer here.
Features
- Async
- Multiple Model Frameworks Supported
- Tensorflow
- Torch
- Catboost
- LightGBM
- Multiple Model Store Backends Supported
- Local File System
- AWS S3
- Azure Blob Storage
- MinIO
- Model Store Polling
The following features are in progress 🚧
- Support XGBoost framework
- ModelSpec artefacts - Single source of information about models. This will assist in input validations
Overview
Below diagram provides a high level overview of the crate
