Python mlflow

Open-source Python projects categorized as mlflow

Top 13 Python mlflow Projects

  1. MLflow

    Open source platform for the machine learning lifecycle

    Project mention: Top 10 Open-source AI/ML platform engineering tools | dev.to | 2025-05-19

    MLflow

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo
  3. aim

    Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

    Project mention: Aim: Supercharged open-source experiment tracker | news.ycombinator.com | 2025-03-31
  4. koalas

    Koalas: pandas API on Apache Spark

  5. MLServer

    An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

  6. LLMstudio

    Framework to bring LLM applications to production

    Project mention: DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via RL | news.ycombinator.com | 2025-01-25

    > And of course if you ask it anything related to the CCP it will suddenly turn into a Pinokkio simulator.

    Smh this isn't a "gotcha!". Guys, it's open source, you can run it on your own hardware[^2]. Additionally, you can liberate[^3] it or use an uncensored version[^0] on your own hardware. If you don't want to host it yourself, you can run it at https://nani.ooo/chat (Select "NaniSeek Uncensored"[^1]) or https://venice.ai/chat (select "DeepSeek R1")

    [^0]: https://huggingface.co/mradermacher/deepseek-r1-qwen-2.5-32B...

    [^1]: https://huggingface.co/NaniDAO/deepseek-r1-qwen-2.5-32B-abla...

    [^2]: https://github.com/TensorOpsAI/LLMStudio

    [^3]: https://www.lesswrong.com/posts/jGuXSZgv6qfdhMCuJ/refusal-in...

  7. whitebox

    [Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes (by squaredev-io)

  8. mnist-mlops-learning

    In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits

  9. SaaSHub

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

    SaaSHub logo
  10. mlsync

    Sync your ML data with your favorite productivity tools!

  11. lightning-mlflow-hf

    Use QLoRA to tune LLM in PyTorch-Lightning w/ Huggingface + MLflow

  12. mlf-core

    CPU and GPU deterministic and therefore fully reproducible machine learning pipelines using MLflow.

  13. mlflow-oidc-auth

    MLFlow Tracking Server OIDC Auth plugin

    Project mention: MLFlow Tracking Server OIDC Auth Plugin and Permission Management | news.ycombinator.com | 2025-03-08
  14. bunny-party

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

  15. mlflow-llm-jp-integration

    Integration guide and example setup for using llm-jp with mLflow prompt engineering UI.

    Project mention: Integrating Local Open LLMs (LLM-Jp) with MLflow Prompt Engineering UI | news.ycombinator.com | 2025-04-20
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).

Python mlflow discussion

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Python mlflow related posts

  • How to Use KitOps with MLflow

    1 project | dev.to | 29 Nov 2024
  • Accelerating into AI: Lessons from AWS

    2 projects | dev.to | 12 Jun 2024
  • Mlflow: Open-source platform for the machine learning lifecycle

    1 project | news.ycombinator.com | 16 May 2024
  • Observations on MLOps–A Fragmented Mosaic of Mismatched Expectations

    1 project | dev.to | 26 Apr 2024
  • Explain me how websites like Dall-E, chatgpt, thispersondoesntexit process the user data so quickly

    1 project | /r/dataengineering | 17 Jun 2023
  • [D] What licensed software do you use for machine learning experimentation tracking?

    1 project | /r/MachineLearning | 11 Jun 2023
  • [Q] Is there a tool to keep track of my ML experiments?

    1 project | /r/datascience | 13 May 2023
  • A note from our sponsor - SaaSHub
    www.saashub.com | 24 May 2025
    SaaSHub helps you find the best software and product alternatives Learn more →

Index

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

# Project Stars
1 MLflow 20,560
2 aim 5,587
3 koalas 3,350
4 MLServer 807
5 LLMstudio 332
6 whitebox 183
7 mnist-mlops-learning 105
8 mlsync 72
9 lightning-mlflow-hf 61
10 mlf-core 45
11 mlflow-oidc-auth 44
12 bunny-party 10
13 mlflow-llm-jp-integration 2

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