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♾️ CML - Continuous Machine Learning | CI/CD for ML

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Add optional telemetry to CML to help prioritise features/issues based on usage. - opens #1093 - Updated to [JSON spec](https://github.com/iterative/terraform-provider-iterative/pull/622) - slightly fixes #1093

enhancement

This pull request renames all the commands (loosely as proposed) in a backwards-compatible way. Functionality remains unchanged, and the only difference is that `cml ` can also be called by...

enhancement
technical debt
ui/ux

- a new command, and/or - a web UI to help users: - create CI config files (`.github/workflows/cml.yml`, `.gitlab-ci.yml`, etc...) - select CML config options (with or without runner, [machine...

documentation
enhancement
cloud-aws
epic
discussion
ci-gitlab
ci-github
ci-bitbucket
cloud-gcp
p2-nice-to-have
cloud-az

+/- Provides a paradigm for other checks/warnings in the future - Debatably overly complicated detection of relevant timeout-minutes Sample of warning: ![image](https://user-images.githubusercontent.com/1105843/180514893-ef0ddc9e-cb62-4812-a7d7-e345f8d48828.png) Example of detection: ![image](https://user-images.githubusercontent.com/1105843/180515388-7966b169-7898-493d-a04e-dd27a3c5f4ac.png) Same file, an example...

technical-debt
cml-runner
ci-github

To be merged into #1092 if deemed opportune, based on https://github.com/iterative/cml/pull/1092#issuecomment-1206977016 * Remove duplicate telemetry calls for every single command * Avoid using a globally scoped variable to store command-line...

technical debt

I am getting beautiful pr curves with DVC, where I have a curve for each class on my plot. I took what I had and created a cml pipeline and...

bug

CUDA version in documentation for base 1 is out of date. Images (e.g. [cml:0-dvc2-base1-gpu](https://hub.docker.com/layers/cml/iterativeai/cml/0-dvc2-base1-gpu/images/sha256-a6bc7bc5e4a9c3806682275edcee6235d4ec05b6219bba405e74950f122f8a27?context=explore)) currently use CUDA: 11.2.1 and CUDNN: 8.1.1

I'm still learning `cml`, I noticed when I run: ``` cml publish dvc_plots/index.html ``` It creates a url at `https://asset.cml.dev/` with a token. I'm using a private repo, so it...

documentation
enhancement
cml-publish
external-request

As per https://github.com/iterative/cml/issues/848#issuecomment-996761575, there's an issue with `--cloud-ssh-private=--...`. * Caused by yargs/yargs-parser#433

bug
documentation
technical debt
cml-runner
cloud-aws
cloud-az

For enterprise usage of CML we often have to set up self-hosted `cml-runners` to be run on a server without an internet connection. Usually, it's due to some security issues....

enhancement
p1-important
external-request