Python mlflow

Open-source Python projects categorized as mlflow | Edit details

Top 7 Python mlflow Projects

  • GitHub repo MLflow

    Open source platform for the machine learning lifecycle

    Project mention: [D] Tips for ML workflow on raw data | reddit.com/r/MachineLearning | 2022-01-21
  • GitHub repo nlp-recipes

    Natural Language Processing Best Practices & Examples

    Project mention: Is there any utility software/bot that produces descriptor tags for a Reddit image post using the comments? | reddit.com/r/redditdev | 2021-11-07

    I found this (https://github.com/microsoft/nlp-recipes) resource and it has a list of pre-built or easily customizable NLP models that I'm going to try out.

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • GitHub repo koalas

    Koalas: pandas API on Apache Spark

    Project mention: Spark vs Pandas | reddit.com/r/dataengineering | 2021-02-18

    If you like excessive use of square brackets.. I mean pandas, you might wanna check out Koalas. Koalas suppose to provide pandas datafrafe API implementation atop of Spark.

  • GitHub repo MLServer

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

    Project mention: Ask HN: Who is hiring? (January 2022) | news.ycombinator.com | 2022-01-03

    Seldon | Multiple positions | London/Cambridge UK | Onsite/Remote | Full time | seldon.io

    At Seldon we are building industry leading solutions for deploying, monitoring, and explaining machine learning models. We are an open-core company with several successful open source projects like:

    * https://github.com/SeldonIO/seldon-core

    * https://github.com/SeldonIO/mlserver

    * https://github.com/SeldonIO/alibi

    * https://github.com/SeldonIO/alibi-detect

    * https://github.com/SeldonIO/tempo

    We are hiring for a range of positions, including software engineers(go, k8s), ml engineers (python, go), frontend engineers (js), UX designer, and product managers. All open positions can be found at https://www.seldon.io/careers/

  • GitHub repo mnist-mlops-learning

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

    Project mention: Mlflow, fastapi, streamlit template Project | reddit.com/r/learnmachinelearning | 2021-10-26
  • GitHub repo domino-research

    Projects developed by Domino's R&D team

    Project mention: [N] Open Sourcing Checkpoint 🛂 | reddit.com/r/MachineLearning | 2021-09-27

    Here is a direct URL: https://github.com/dominodatalab/domino-research/tree/main/checkpoint

  • GitHub repo mlf-core

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

    Project mention: [D] “Please Commit More Blatant Academic Fraud” (Blog post on problems in ML research by Jacob Buckman) | reddit.com/r/MachineLearning | 2021-05-31

    Link: https://github.com/mlf-core/mlf-core

  • OPS

    OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.

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). The latest post mention was on 2022-01-21.

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 11,064
2 nlp-recipes 5,798
3 koalas 3,061
4 MLServer 146
5 mnist-mlops-learning 64
6 domino-research 50
7 mlf-core 31
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