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Ivan Shcheklein
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Congrats, team! Cool to see OS and AI batteries included approach disrupting the market. All the stuff I like a lot :) Good luck.
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Event-driven AI powered Open Source Softphone
Ivan Shcheklein
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Hey PH! I’m co-founder at Iterative and we are a team that builds and maintains DVC – a popular open source tool for ML.
Today we are excited to share a DVC VS Code extension that turns the most popular IDE into a fully functioning ML experimentation platform:
✅ Run, track, and compare your experiments, metrics and params
✅ Queue multiple experiments and run them in parallel to try...
DVC Extension for VS Code
Track machine learning experiments right in your IDE
The DVC extension for VS Code converts your favorite IDE into a one-stop shop for all your ML tasks. Run and track experiments, visualize and compare experiments to discover the best models, and manage reproducible pipelines — all from the comfort of your IDE.
DVC Extension for VS Code
Track machine learning experiments right in your IDE
Ivan Shcheklein
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Congrats with the launch 🚀 We are going to try this. And we've been referring to the excellent security check list https://www.goldfiglabs.com/guide/saas-cto-security-checklist/ you are maintaining- thank you for that.
Gold Fig Checkup
Lighthouse for your AWS infra security and best practices
CML, a new open-source project. It augments GitHub Actions & GitLab CI by ML specific functionality:
- generate metrics changes and visual reports
- transfers data to the CI runner
- helps to provision CPU/GPU cloud instances (EC2, Azure, GCP, Ali)
CML - CI/CD for Machine Learning
Use GitHub Actions & GitLab CI for Machine Learning
Ivan Shcheklein
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I’ve been usung it for a month now. It replaced the notes app for me as a way to capture all these information pieces along the work day. Pensieve is fast and flexible to capture unstructured stream of notes and help organizing them.
Pros: Simple to use, lightspot that replaces notes and expands to all your external knowledge sources
Cons: Integration with mac is not perfect, icon is visible...
Pensieve
All your data in one safe, convenient place
Data Version Control is an open source tool to manage your code and data together.
One of the biggest challenges in reusing, and hence the managing of ML projects, it its reproducibility.
To address the reproducibility we have build Data Version Control or the DVC tool.
Data Version Control. Beta release.
Git extension for data scientists: orchestrate code and data