Dmitry Petrov

Dmitry Petrov

DVCDVC
dvc.org. Ex-Data Scientist @microsoft.
#866704291 followers8 following
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Dmitry Petrov•

8yr ago

Data Version Control. Beta release. - Git extension for data scientists: orchestrate code and data

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.

Dmitry Petrov•

5yr ago

CML - CI/CD for Machine Learning - Use GitHub Actions & GitLab CI for Machine Learning

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)
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