Python mlflow

Open-source Python projects categorized as mlflow
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Topics: Machine Learning Mlops Python Data Science Deep Learning
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Top 12 Python mlflow Projects

  • MLflow

    Open source platform for the machine learning lifecycle

    • Project mention: My Favorite DevTools to Build AI/ML Applications! | dev.to | 2024-04-23

    MLflow is an open-source platform for managing the end-to-end machine learning lifecycle. It includes features for experiment tracking, model versioning, and deployment, enabling developers to track and compare experiments, package models into reproducible runs, and manage model deployment across multiple environments.

  • aim

    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

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • koalas

    Koalas: pandas API on Apache Spark

  • optscale

    FinOps and MLOps platform to run ML/AI and regular cloud workloads with optimal performance and cost.

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

  • MLServer

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

  • whitebox

    [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

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

  • 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

  • domino-research

    Projects developed by Domino's R&D team

  • mlsync

    Sync your ML data with your favorite productivity tools!

  • mlf-core

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

  • lightning-mlflow-hf

    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

    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
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 related posts

Index

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

Project Stars
1 MLflow 17,234
2 aim 4,762
3 koalas 3,319
4 optscale 969
5 MLServer 568
6 whitebox 181
7 mnist-mlops-learning 93
8 domino-research 76
9 mlsync 68
10 mlf-core 45
11 lightning-mlflow-hf 42
12 bunny-party 10

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