AI · alternatives · 2026
24 alternatives to CML - CI/CD for Machine Learning
Use GitHub Actions & GitLab CI for Machine Learning
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. CML - CI/CD for Machine Learning launched in 2020; newer entries below may have overtaken it.
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Bring DevOps practices to your projects for automatic, reproducible, and fast machine learning.
2020 · cml.dev · its alternatives →
- 2
DVC Studio▲95Machine Learning Experiments based on Git
2021 · studio.datachain.ai · its alternatives →
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a delightful machine learning tool that allows you to train, test, and use models without writing code - nidhaloff/igel
2020 · github.com · its alternatives →
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🦊 Test your Gitlab CI Pipelines changes locally using Docker. - mdubourg001/glci
2021 · github.com · its alternatives →
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git-lrc▲300Hi HN, I'm the author of git-lrc, would appreciate some feedback from the community Last year my team started using AI coding tools more heavily, and we found ourselves generating tons of code, but spending less time looking at the stuff that's been generated. We felt like we were losing a bit of grip/understanding of what we were building. Regressions occasionally slipped through. Sometimes changes made it all the way to production only to be reverted later. We tried several AI code review tools, but most operate at PR time. That felt too late. I wanted review to happen while the…
Feb 2026 · hexmos.com · its alternatives →
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ExplainGithub▲184Turn hours of code reading into minutes of understanding
2025 · explaingithub.com · its alternatives →
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Add a command interpreter (eg., REPL) to any C++ program - empirical-soft/command-interpreter
2021 · github.com · its alternatives →
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Prevent data quality issues in pull requests
2023 · metaplane.dev · its alternatives →
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Automating developer workflows from GitHub comments
2023 · cto.ai · its alternatives →
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SafeDep Vet▲72GitLab CI Component that lets you seamlessly protect your pipelines from vulnerable and malicious open source dependencies. The component integrates directly into your CI/CD workflow through the GitLab CI Catalog and allows you to establish policy-driven guardrails using Common Expression Language (CEL). Key features: - Set your own opinionated security policies as code using CEL - Detect and block risky OSS components before they enter your codebase - Seamless integration as a native GitLab CI Component - Available directly in the GitLab CI Catalog Try and lets us know our thoughts!
2023 · safedep.io · its alternatives →
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Shell GPT▲62CLI tool for developers, helps you accomplish tasks faster
2023 · github.com · its alternatives →
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I've been tired with the current options on the market for awhile and decided to do something about it after the running into the disaster that is MLOps at my last two startups and having to manage a multiple operation platforms both for my fellow ML engineers, the general application CI/CD and orchestration layers while simultaneously building the application itself. Its still extremely early for the product but its functioning and is well on its way. I'd love feedback on the approach and peoples thoughts on the problem space. Personally my irritations have been in the poor tooling,…
2025 · egdaemon.com · its alternatives →
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Learn what you need about CI/CD to get your job done
2023 · semaphore.io · its alternatives →
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R2Devops▲92Automate painful tasks of software development in 1 click
2022 · getplumber.io · its alternatives →
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We're excited to announce that we've open-sourced LeanRL, a lightweight PyTorch reinforcement learning library that provides recipes for fast RL training using torch.compile and CUDA graphs. By leveraging these tools, we've achieved significant speed-ups compared to the original CleanRL implementations - up to 6x faster! Reinforcement learning is notoriously CPU-bound due to the high frequency of small CPU operations. PyTorch's powerful compiler can help alleviate these issues, but comes with its own costs. LeanRL addresses this challenge by providing simple recipes to accelerate your…
2024 · github.com · its alternatives →
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Introducing DRM-CI, a solution that lets you test graphics subsystem patches across numerous devices.
2024 · collabora.com · its alternatives →
- 24
Tensor library for machine learning. Contribute to ggml-org/ggml development by creating an account on GitHub.
2022 · github.com · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →