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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
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 |
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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 |