Docker Containers
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Netdata | 65,135 | 5 hours ago | 358 | gpl-3.0 | C | |||||
| Monitor your servers, containers, and applications, in high-resolution and in real-time! | ||||||||||
| Jina | 19,097 |  | 13 | 4 hours ago | 2,421 | July 30, 2023 | 15 | apache-2.0 | Python | |
| ☁️ Build multimodal AI applications with cloud-native stack | ||||||||||
| Awesome Kubernetes | 14,249 | 3 days ago | 7 | other | Shell | |||||
| A curated list for awesome kubernetes sources :ship::tada: | ||||||||||
| Mlcourse.ai | 8,803 | 4 months ago | 4 | other | Python | |||||
| Open Machine Learning Course | ||||||||||
| Doccano | 8,231 | 16 days ago | 32 | July 20, 2023 | 268 | mit | Python | |||
| Open source annotation tool for machine learning practitioners. | ||||||||||
| Cog | 5,589 | a day ago | 106 | August 07, 2023 | 297 | apache-2.0 | Python | |||
| Containers for machine learning | ||||||||||
| Fate | 5,201 |  | 1 | 17 hours ago | 30 | April 18, 2022 | 786 | apache-2.0 | Python | |
| An Industrial Grade Federated Learning Framework | ||||||||||
| Pipeline | 4,159 | a year ago | 85 | July 18, 2017 | 1 | apache-2.0 | Jsonnet | |||
| PipelineAI Kubeflow Distribution | ||||||||||
| Deeplearningproject | 4,043 | 3 years ago | 3 | mit | HTML | |||||
| An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch. | ||||||||||
| Orchest | 3,876 | 4 months ago | 19 | December 13, 2022 | 125 | apache-2.0 | TypeScript | |||
| Build data pipelines, the easy way 🛠️ | ||||||||||
Docker Containers For fast.ai
This repository builds various docker images used for continuous integration for fastai on a recurring schedule defined in this repo's workflow files. You must install Docker before using this project.
These Docker containers are useful for testing scenarios that require reproducibility. Some familiarity with Docker is assumed before using these containers. For a gentle introduction to Docker, see this blog post.
Miscellaneous Resources & Tips
-
Save the state of a running container by first finding the Container ID of your running container with
docker ps. After you have located the relevant ID, you can use docker commit to save the state of the container for later use. -
Mount a local directory into your Docker image so that you can access files that are genearated when you exit your container with the
-vflag. -
Read this blog post.
-
Read this book to dive deeper into Docker.
