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

This version

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

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-1.0.20.tar.gz (420.1 kB view details)

Uploaded Source

Built Distribution

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

jrjmodelregistry-1.0.20-py3-none-any.whl (421.9 kB view details)

Uploaded Python 3

File details

Details for the file jrjmodelregistry-1.0.20.tar.gz.

File metadata

  • Download URL: jrjmodelregistry-1.0.20.tar.gz
  • Upload date:
  • Size: 420.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for jrjmodelregistry-1.0.20.tar.gz
Algorithm Hash digest
SHA256 51349e675d2a25614d01a9f73b1d7fe1a4d64b60aaf67ec5cd107b712c338333
MD5 1204e05945c67f3010f303402fa425e8
BLAKE2b-256 af7e29823c58be42077a175b9e6addac7bfa87f8570fc86369a70e79f30f41e6

See more details on using hashes here.

File details

Details for the file jrjmodelregistry-1.0.20-py3-none-any.whl.

File metadata

File hashes

Hashes for jrjmodelregistry-1.0.20-py3-none-any.whl
Algorithm Hash digest
SHA256 c1c5327c60bebce234381e201f9b0bcce9e2696fc360d56f2f472a453843c299
MD5 886d694a86450ffc73253a73c09d68b5
BLAKE2b-256 b165d9c2576cc5bd9a8c06349f30b067d9e0ce0a56f63b1ae7b4a41916f6e4b6

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