modelstore
🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider. (by operatorai)
gato
Unofficial Gato: A Generalist Agent (by OrigamiDream)
| modelstore | gato | |
|---|---|---|
| 4 | 2 | |
| 353 | 187 | |
| 1.1% | - | |
| 6.9 | 4.3 | |
| 3 months ago | 4 months ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
modelstore
Posts with mentions or reviews of modelstore.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-07-01.
-
An open source ML model registry called modelstore
A couple of years ago (during a lockdown!), I started working on modelstore - a Python library for managing trained machine learning models.
-
lightweight model performance tracking?
The lightest open source option I'm aware of is https://github.com/operatorai/modelstore
- What us the best MLOps platform for 2022
- [D] using git or other tools to manage models
gato
Posts with mentions or reviews of gato.
We have used some of these posts to build our list of alternatives
and similar projects.
What are some alternatives?
When comparing modelstore and gato you can also consider the following projects:
onnxmltools - ONNXMLTools enables conversion of models to ONNX
Perceiver - Implementation of Perceiver, General Perception with Iterative Attention in TensorFlow
wandb - 🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
athena - an open-source implementation of sequence-to-sequence based speech processing engine
aim - Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
bertviz - BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
best-of-ml-python - 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
polyaxon - MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle