machine-learning-engineering

Open-source projects categorized as machine-learning-engineering
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Language: + Python + Rust
Topics: Mlops Machine Learning Data Science mle Python
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Top 5 machine-learning-engineering Open-Source Projects

  • Kedro

    Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

    • Project mention: Nextflow: Data-Driven Computational Pipelines | news.ycombinator.com | 2023-08-10

    Interesting, thanks for sharing. I'll definitely take a look, although at this point I am so comfortable with Snakemake, it is a bit hard to imagine what would convince me to move to another tool. But I like the idea of composable pipelines: I am building a tool (too early to share) that would allow to lay Snakemake pipelines on top of each other using semi-automatic data annotations similar to how it is done in kedro (https://github.com/kedro-org/kedro).

  • awesome-mlops

    :sunglasses: A curated list of awesome MLOps tools (by kelvins)

    • Project mention: Choosing an Orchestrator in a green-field setup | /r/mlops | 2023-12-07

    Lots of good projects on https://github.com/kelvins/awesome-mlops too

  • 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.

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  • MLOps-Specialization-Notes

    Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng

  • frouros

    Frouros: an open-source Python library for drift detection in machine learning systems.

    • Project mention: Frouros: An open-source Python library for drift detection in machine learning | news.ycombinator.com | 2024-04-06

  • xvc

    A robust (🐢) and fast (🐇) MLOps tool for managing data and pipelines in Rust (🦀)

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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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).

machine-learning-engineering related posts

  • Choosing an Orchestrator in a green-field setup

    1 project | /r/mlops | 7 Dec 2023

  • Software architect with 10 YOE wants to get into AI

    1 project | /r/cscareerquestionsEU | 10 Apr 2023

  • Ask HN: How do you version you GPT prompts

    1 project | news.ycombinator.com | 2 Apr 2023

  • MLOps-Specialization-Notes: NEW Courses - star count:203.0

    1 project | /r/algoprojects | 12 Feb 2023

  • MLOps-Specialization-Notes: NEW Courses - star count:203.0

    1 project | /r/algoprojects | 11 Feb 2023

  • MLOps-Specialization-Notes: NEW Courses - star count:203.0

    1 project | /r/algoprojects | 10 Feb 2023

  • MLOps-Specialization-Notes: NEW Courses - star count:203.0

    1 project | /r/algoprojects | 9 Feb 2023
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 16 May 2024
    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. Learn more →

Index

What are some of the best open-source machine-learning-engineering projects? This list will help you:

Project Stars
1 Kedro 9,383
2 awesome-mlops 3,600
3 MLOps-Specialization-Notes 338
4 frouros 162
5 xvc 22

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