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

This version

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-1.0.4.tar.gz (419.6 kB view details)

Uploaded Source

Built Distribution

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

jrjmodelregistry-1.0.4-py3-none-any.whl (420.2 kB view details)

Uploaded Python 3

File details

Details for the file jrjmodelregistry-1.0.4.tar.gz.

File metadata

  • Download URL: jrjmodelregistry-1.0.4.tar.gz
  • Upload date:
  • Size: 419.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.0

File hashes

Hashes for jrjmodelregistry-1.0.4.tar.gz
Algorithm Hash digest
SHA256 1a12ccec25fa9fb4cb4360ae175e5a8dda3d4e5d3ed1e354755b415e0a3119a1
MD5 c0fb218fbd29a9c879bd7e2188543c21
BLAKE2b-256 b82f29269350731f39b1964e747ee9ceceda52218ce4a8fa0ef6981e4cfb3b21

See more details on using hashes here.

File details

Details for the file jrjmodelregistry-1.0.4-py3-none-any.whl.

File metadata

File hashes

Hashes for jrjmodelregistry-1.0.4-py3-none-any.whl
Algorithm Hash digest
SHA256 126508bbe02ad127f28209b4d3684f8b363238691290d9c107098e28fbc52d32
MD5 5722dcebc2a7b25c80ac4945ec85cc0c
BLAKE2b-256 8feacf8eb5534762b64480f9f002f3c27813540c87f15f238098fcff18620292

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