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

This version

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-1.0.10.tar.gz (419.8 kB view details)

Uploaded Source

Built Distribution

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

jrjmodelregistry-1.0.10-py3-none-any.whl (420.4 kB view details)

Uploaded Python 3

File details

Details for the file jrjmodelregistry-1.0.10.tar.gz.

File metadata

  • Download URL: jrjmodelregistry-1.0.10.tar.gz
  • Upload date:
  • Size: 419.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.5

File hashes

Hashes for jrjmodelregistry-1.0.10.tar.gz
Algorithm Hash digest
SHA256 52c06b734195c95cd2f436413e20e3d4e7662eb9ab71e0f260ecfed5ac7e404e
MD5 6f802a546c909dbf4d214cbb3be45ef5
BLAKE2b-256 89df92726b276ef351cb39322eaed7eca6993aa027907c2dd8eb29c17f256ccc

See more details on using hashes here.

File details

Details for the file jrjmodelregistry-1.0.10-py3-none-any.whl.

File metadata

File hashes

Hashes for jrjmodelregistry-1.0.10-py3-none-any.whl
Algorithm Hash digest
SHA256 b018126ec8f09fee7ca786326e4d917e250099af8c1b0623f0806c7dd92b22c0
MD5 fe5cf515417e067f06e15a074ca6e437
BLAKE2b-256 e4a89964a2f44969521f6796fb504214cc451ee3179ad74bb589661be1645dd8

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