True way to save and serve python models

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for jasonjafari from gravatar.com jasonjafari

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT License (MIT)
  • Author: Jason Jafari
  • Tags machine learning , model , saving , serving
  • Requires: Python >=3.8
Classifiers
Report project as malware

Project description

jrjModelRegistry

jrjModelRegistry is a lightweight and flexible Python library for saving, versioning, and serving machine learning models.

  • 📦 Store models in S3-compatible storage with ZIP encryption
  • 🗃️ Track metadata in MongoDB
  • ⚡ Dynamically serve models using built-in FastAPI routes and dashboard
  • ✅ Works with any Python object (models, transformers, even DataFrames)

Simple enough for small projects, powerful enough for production.

📖 Read the Docs 📦 View on PyPI ⭐ Star on GitHub

Docs

📚 Documentation

Looking for usage examples, API details, and setup guides?

👉 Full documentation is available here: https://jrjmodelregistry.super.site

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for jasonjafari from gravatar.com jasonjafari

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT License (MIT)
  • Author: Jason Jafari
  • Tags machine learning , model , saving , serving
  • Requires: Python >=3.8
Classifiers

Release history Release notifications | RSS feed

1.0.21

1.0.20

1.0.17

1.0.16

1.0.15

1.0.14

1.0.13

1.0.12

1.0.11

1.0.10

1.0.9

1.0.8

1.0.7

1.0.6

1.0.5

1.0.4

1.0.3

1.0.2

1.0.1

0.0.43

0.0.42

This version

0.0.41

0.0.40

0.0.39

0.0.38

0.0.37

0.0.36

0.0.35

0.0.34

0.0.33

0.0.32

0.0.31

0.0.30

0.0.29

0.0.28

0.0.27

0.0.26

0.0.25

0.0.24

0.0.23

0.0.22

0.0.21

0.0.20

0.0.19

0.0.18

0.0.17

0.0.16

0.0.15

0.0.14

0.0.12

0.0.11

0.0.10

0.0.9

0.0.6

0.0.5

0.0.4

0.0.3

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

jrjmodelregistry-0.0.41.tar.gz (419.3 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

jrjmodelregistry-0.0.41-py3-none-any.whl (419.9 kB view details)

Uploaded Python 3

File details

Details for the file jrjmodelregistry-0.0.41.tar.gz.

File metadata

  • Download URL: jrjmodelregistry-0.0.41.tar.gz
  • Upload date:
  • Size: 419.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.0

File hashes

Hashes for jrjmodelregistry-0.0.41.tar.gz
Algorithm Hash digest
SHA256 cee2a9c2f68f7c86716969b0bbbc130f3732997a03f78a77ef3fb5146d48031e
MD5 8d3f7c87ccb2aefed034e7f239803ec2
BLAKE2b-256 9b962ede1312fdc7bd341542d435619f49406c9556fb772906f660155cd49614

See more details on using hashes here.

File details

Details for the file jrjmodelregistry-0.0.41-py3-none-any.whl.

File metadata

File hashes

Hashes for jrjmodelregistry-0.0.41-py3-none-any.whl
Algorithm Hash digest
SHA256 c386e806f883c5728d1b749181094eccc38f417b3ad6d0f94aac750535fa253a
MD5 dd021a9dc313d4c7bcd69271c9289b00
BLAKE2b-256 983323f1a5f30b361acd0ee8c6a3b8c88aec447a47ff4aa26a9138f6528e9c4b

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page