Python dvc

Open-source Python projects categorized as dvc
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Topics: Python Machine Learning Data Science Reproducibility Deep Learning
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Top 9 Python dvc Projects

  • nn-template

    Generic template to bootstrap your PyTorch project.

  • PyDrive2

    Google Drive API Python wrapper library. Maintained fork of PyDrive.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • fds

    Fast Data Science, AKA fds, is a CLI for Data Scientists to version control data and code at once, by conveniently wrapping git and dvc

  • example-get-started

    Get started DVC project

  • dvclive

    📈 Log and track ML metrics, parameters, models with Git and/or DVC

    • Project mention: First 15 Open Source Advent projects | dev.to | 2023-12-15

    10. DVC by Iterative | Github | tutorial

  • client

    DagsHub client libraries (by DagsHub)

    • Project mention: It was not "Good First Issue" | dev.to | 2023-10-08

    it was really all there, so what did I do?, I commented took the issue Issue 366 I mean it sounded simple enough, update a function so that we can downlaod all data with no arguments involved.

  • ZnTrack

    Create, visualize, run & benchmark DVC pipelines in Python & Jupyter notebooks.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo

  • analog-watch-recognition

    Reading time from analog clocks

  • bunny-party

    A demonstration of how DVC and MLFlow can be used in the task of data relabeling

    • Project mention: Show HN: Demo of using DVC and MLFlow for ML experiments | news.ycombinator.com | 2024-01-29
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-01-29.

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Index

What are some of the best open-source dvc projects in Python? This list will help you:

Project Stars
1 nn-template 612
2 PyDrive2 527
3 fds 382
4 example-get-started 167
5 dvclive 152
6 client 90
7 ZnTrack 41
8 analog-watch-recognition 19
9 bunny-party 10

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