Open source platform for the machine learning lifecycle (by mlflow)

MLflow Alternatives

Similar projects and alternatives to MLflow

  • GitHub repo dvc

    MLflow VS dvc

    🦉Data Version Control | Git for Data & Models | ML Experiments Management

  • GitHub repo Sacred

    MLflow VS Sacred

    Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

  • Scout APM

    Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.

  • GitHub repo Prophet

    MLflow VS Prophet

    Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

  • GitHub repo H2O

    MLflow VS H2O

    H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

  • GitHub repo zenml

    MLflow VS zenml

    ZenML 🙏: MLOps framework to create reproducible ML pipelines for production machine learning.

  • GitHub repo neptune-client

    Neptune client library - integrate your Python scripts with Neptune

  • GitHub repo gensim

    MLflow VS gensim

    Topic Modelling for Humans

  • Nanos

    Run Linux Software Faster and Safer than Linux with Unikernels.

  • GitHub repo tensorflow

    MLflow VS tensorflow

    An Open Source Machine Learning Framework for Everyone

  • GitHub repo guildai

    MLflow VS guildai

    Experiment tracking, ML developer tools

  • GitHub repo scikit-learn

    MLflow VS scikit-learn

    scikit-learn: machine learning in Python

  • GitHub repo Pytorch

    MLflow VS Pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

  • GitHub repo fastapi

    MLflow VS fastapi

    FastAPI framework, high performance, easy to learn, fast to code, ready for production

  • GitHub repo handson-ml2

    MLflow VS handson-ml2

    A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

  • GitHub repo cortex

    MLflow VS cortex

    Production infrastructure for machine learning at scale

  • GitHub repo MySQL

    MLflow VS MySQL

    MySQL Server, the world's most popular open source database, and MySQL Cluster, a real-time, open source transactional database.

  • GitHub repo catboost

    MLflow VS catboost

    A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

  • GitHub repo onnxruntime

    MLflow VS onnxruntime

    ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

  • GitHub repo examples

    MLflow VS examples

    TensorFlow examples (by tensorflow)

  • GitHub repo cookiecutter-data-science

    A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

  • GitHub repo dagster

    MLflow VS dagster

    An orchestration platform for the development, production, and observation of data assets.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better MLflow alternative or higher similarity.

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Reviews and mentions

Posts with mentions or reviews of MLflow. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-21.


Basic MLflow repo stats
2 days ago

mlflow/mlflow is an open source project licensed under Apache License 2.0 which is an OSI approved license.

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