MLflow VS Pytorch

Compare MLflow vs Pytorch and see what are their differences.

MLflow

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

Pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration (by pytorch)
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MLflow Pytorch
54 333
17,021 76,925
3.9% 2.6%
9.9 10.0
6 days ago 3 days ago
Python Python
Apache License 2.0 BSD 1-Clause License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

MLflow

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 2023-12-13.

Pytorch

Posts with mentions or reviews of Pytorch. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-22.

What are some alternatives?

When comparing MLflow and Pytorch you can also consider the following projects:

clearml - ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management

Flux.jl - Relax! Flux is the ML library that doesn't make you tensor

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

mediapipe - Cross-platform, customizable ML solutions for live and streaming media.

zenml - ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.

Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing

flax - Flax is a neural network library for JAX that is designed for flexibility.

guildai - Experiment tracking, ML developer tools

tinygrad - You like pytorch? You like micrograd? You love tinygrad! ❤️ [Moved to: https://github.com/tinygrad/tinygrad]

Pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

dvc - 🦉 ML Experiments and Data Management with Git

Deep Java Library (DJL) - An Engine-Agnostic Deep Learning Framework in Java