Top 12 Python mlflow Projects

• MLflow

  57 17,475 9.9 Python

  Open source platform for the machine learning lifecycle

  

Project mention: Mlflow: Open-source platform for the machine learning lifecycle | news.ycombinator.com | 2024-05-16

• aim

  70 4,865 7.9 Python

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

  

Project mention: aim VS cascade - a user suggested alternative | libhunt.com/r/aim | 2023-12-05

• InfluxDB

  www.influxdata.com featured

  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.

  

• koalas

  2 3,321 4.6 Python

  Koalas: pandas API on Apache Spark

  

• optscale

  1 1,028 9.7 Python

  FinOps and cloud cost optimization tool. Supports AWS, Azure, GCP, Alibaba Cloud and Kubernetes.

  

Project mention: Profile and instrument ML experiments and optimize their performance expenses | news.ycombinator.com | 2023-09-27

• MLServer

  4 593 9.5 Python

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

  

• whitebox

  12 181 2.8 Python

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

  

• mnist-mlops-learning

  2 99 0.0 Python

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

• SaaSHub

  www.saashub.com featured

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

  

• domino-research

  3 76 0.0 Python

  Projects developed by Domino's R&D team

  

• mlsync

  1 68 0.0 Python

  Sync your ML data with your favorite productivity tools!

  

• mlf-core

  3 45 0.0 Python

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

  

• lightning-mlflow-hf

  1 45 7.2 Python

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

Project mention: Show HN: LoRA Tune LLM in Lightning on GPU | news.ycombinator.com | 2023-11-12

• bunny-party

  1 10 4.7 Python

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

Project mention: Show HN: Demo of using DVC and MLFlow for ML experiments | news.ycombinator.com | 2024-01-29

Python mlflow related posts

• 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

• Remote file access vulnerability in `mlflow server` and `mlflow ui` CLIs

  1 project | /r/LanguageTechnology | 24 Mar 2023

• Critical CVE in `mlflow` 2.2.0 and under: Remote file access vulnerability in `mlflow server` and `mlflow ui` CLIs; possible lateral movement into aws creds

  1 project | /r/MachineLearning | 24 Mar 2023
• A note from our sponsor - SaaSHub
  www.saashub.com | 30 May 2024

  SaaSHub helps you find the best software and product alternatives Learn more →

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