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Top 13 Python mlflow Projects
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MLflow
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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.
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Project mention: Aim: Supercharged open-source experiment tracker | news.ycombinator.com | 2025-03-31
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MLServer
An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more
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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...
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whitebox
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes (by squaredev-io)
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mnist-mlops-learning
In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits
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SaaSHub
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mlf-core
CPU and GPU deterministic and therefore fully reproducible machine learning pipelines using MLflow.
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Project mention: MLFlow Tracking Server OIDC Auth Plugin and Permission Management | news.ycombinator.com | 2025-03-08
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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
Python mlflow related posts
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How to Use KitOps with MLflow
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Accelerating into AI: Lessons from AWS
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Mlflow: Open-source platform for the machine learning lifecycle
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Observations on MLOps–A Fragmented Mosaic of Mismatched Expectations
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Explain me how websites like Dall-E, chatgpt, thispersondoesntexit process the user data so quickly
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[D] What licensed software do you use for machine learning experimentation tracking?
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[Q] Is there a tool to keep track of my ML experiments?
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A note from our sponsor - SaaSHub
www.saashub.com | 24 May 2025
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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