ml-pipelines

Open-source projects categorized as ml-pipelines
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Language: + Jupyter Notebook + Python
Topics: Machine Learning Mlops Python Data Science ML
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Top 4 ml-pipeline Open-Source Projects

  • whylogs

    An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈

  • dstack

    An open-source container orchestration engine for running AI workloads in any cloud or data center. https://discord.gg/u8SmfwPpMd

    • Project mention: Pyinfra: Automate Infrastructure Using Python | news.ycombinator.com | 2024-04-30

    We build a similar tool except we focus on AI workloads. Also support on-prem clusters now in addition to GPU clouds. https://github.com/dstackai/dstack

  • 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

  • sematic

    An open-source ML pipeline development platform

  • ml-pipeline-engineering

    Best practices for engineering ML pipelines.

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).

ml-pipelines related posts

  • Ask HN: How does deploying a fine-tuned model work

    4 projects | news.ycombinator.com | 23 Apr 2024

  • Show HN: I Built an Open Source API with Insanely Fast Whisper and Fly GPUs

    3 projects | news.ycombinator.com | 18 Feb 2024

  • Show HN: Dstack – an open-source engine for running GPU workloads

    1 project | news.ycombinator.com | 15 Feb 2024

  • [P] I built a tool to compare cloud GPUs. How should I improve it?

    1 project | /r/MachineLearning | 9 Dec 2023

  • Running dev environments and ML tasks cost-effectively in any cloud

    1 project | /r/deeplearning | 5 Jul 2023

  • Engineering ML Pipelines - Part 2 of 3

    1 project | /r/mlops | 27 Jul 2021

  • Engineering ML Pipelines - Part 1 of 3

    1 project | /r/mlops | 6 Jul 2021
  • A note from our sponsor - SaaSHub
    www.saashub.com | 18 May 2024
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Index

What are some of the best open-source ml-pipeline projects? This list will help you:

Project Stars
1 whylogs 2,556
2 dstack 1,123
3 sematic 947
4 ml-pipeline-engineering 36

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