Python Deployment

Open-source Python projects categorized as Deployment | Edit details

Top 13 Python Deployment Projects

  • GitHub repo Ray

    An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

    Project mention: JORLDY: OpenSource Reinforcement Learning Framework | | 2021-11-08

    Distributed RL algorithms are provided using ray

  • GitHub repo StackStorm

    StackStorm (aka "IFTTT for Ops") is event-driven automation for auto-remediation, security responses, troubleshooting, deployments, and more. Includes rules engine, workflow, 160 integration packs with 6000+ actions (see and ChatOps. Installer at Questions?

    Project mention: Looking for an automation engine | | 2021-11-20
  • Nanos

    Run Linux Software Faster and Safer than Linux with Unikernels.

  • GitHub repo opyrator

    🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.

    Project mention: Yapay zeka uygulamalarınızı kolayca webe taşıyın! | | 2021-12-02
  • GitHub repo Cobbler

    Cobbler is a versatile Linux deployment server

    Project mention: Can I get some feedback for my strategy to restore my servers in worst case scenario? | | 2021-11-02

    Individual machines should be bootstraped via PXE. You can use a system like MAAS, Cobbler, Foreman, Collins, etc.

  • GitHub repo ByteTrack

    ByteTrack: Multi-Object Tracking by Associating Every Detection Box

    Project mention: ByteTrack: Multi-Object Tracking by Associating Every Detection Box | | 2021-10-26
  • GitHub repo budgetml

    Deploy a ML inference service on a budget in less than 10 lines of code.

    Project mention: Show HN: Deploy ML Models on a Budget | | 2021-02-01
  • GitHub repo AutoDMG

    Create deployable system images from OS X installer

    Project mention: How do I install MacOS catalina through the terminal on setup? | | 2021-04-21
  • Scout APM

    Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.

  • GitHub repo athena

    an open-source implementation of sequence-to-sequence based speech processing engine (by athena-team)

  • GitHub repo ecs-deploy

    Powerful CLI tool to simplify Amazon ECS deployments, rollbacks & scaling (by fabfuel)

    Project mention: Best way of deployment automation | | 2021-08-23

    I suggest you start with EC2 mode for ECS (you manage your own instances). You can create an ECS cluster from the console easily, and then create an ECD task definition (similar as docker-compose service) and then an ECS service. After you get familiar with all this, you can use some CLI tool to "update" your running service with the new pushed image tag from ECR. For this you can use AWS CLI, but I recommend you use an existing tool that wraps everything you need under a single command, like

  • GitHub repo cfn-secret-provider

    A CloudFormation custom resource provider for deploying secrets and keys

    Project mention: Setting up a database schema using Cloud Formation Template | | 2021-06-30

    that in combination with a custom secret provider we created ( means all secrets are stored properly on the tenant itself and not in config files.

  • GitHub repo torchlambda

    Lightweight tool to deploy PyTorch models to AWS Lambda

    Project mention: AWS lambda inference taking 3s even after warmup | | 2021-09-17

    Ok I see. Have you maximized the ram in the lambdas? Since performance scale with ram. I have been using torchlambda.

  • GitHub repo telewater

    A telegram bot that applies watermark on images, gifs, and videos.

    Project mention: Telewater: A telegram bot that applies watermark on images, gifs and videos. | | 2021-04-07
  • GitHub repo cookiecutter-django-ecs-github

    Complete Walkthrough: Blue/Green Deployment to AWS ECS using Cookiecutter-Django using GitHub actions

    Project mention: Step-by-step guide for startups to continuous deployment to AWS EC2 using GitHub Actions | | 2021-09-05

    Hey! After a year from making a guide to deploy your Django application to AWS ECS using GitHub actions, I finally got around to making a guide for EC2 which should be cheaper since you don't need to store your docker images in AWS. This was mostly designed for startups, but I think this tutorial can be applied to multi-server scenarios.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2021-12-02.

Python Deployment related posts


What are some of the best open-source Deployment projects in Python? This list will help you:

Project Stars
1 Ray 18,352
2 StackStorm 4,584
3 opyrator 2,471
4 Cobbler 2,210
5 ByteTrack 1,610
6 budgetml 1,248
7 AutoDMG 1,196
8 athena 715
9 ecs-deploy 619
10 cfn-secret-provider 132
11 torchlambda 94
12 telewater 41
13 cookiecutter-django-ecs-github 21
Find remote jobs at our new job board There are 32 new remote jobs listed recently.
Are you hiring? Post a new remote job listing for free.
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives