mnist-mlops-learning VS aim

Compare mnist-mlops-learning vs aim and see what are their differences.

mnist-mlops-learning

In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits (by zademn)
Fastapi Machine Learning Streamlit mlflow Mlops
Source Code
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aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker. (by aimhubio)
Python AI Data Science Data Visualization experiment-tracking Machine Learning Metadata metadata-tracking ML mlflow Mlops Pytorch Tensorboard Tensorflow Visualization prompt-engineering
Source Code
aimstack.io
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mnist-mlops-learning aim
2 70
99 4,797
- 1.8%
0.0 8.0
over 2 years ago 3 days ago
Python Python
- Apache License 2.0
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mnist-mlops-learning

Posts with mentions or reviews of mnist-mlops-learning. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-10-26.

aim

Posts with mentions or reviews of aim. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-05.

What are some alternatives?

When comparing mnist-mlops-learning and aim you can also consider the following projects:

lightning-hydra-template - PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

tensorboard - TensorFlow's Visualization Toolkit

Media-Recommendation-Engine - A Recommendation Engine API that can be used to recommend movies, music, games, manga, anime, comics, tv shows and books. Deployed using an AWS EC2 instance.

dvc - 🦉 ML Experiments and Data Management with Git

MLflow - Open source platform for the machine learning lifecycle

guildai - Experiment tracking, ML developer tools

opyrator - 🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.

wandb - 🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

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

pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]

metaflow - :rocket: Build and manage real-life ML, AI, and data science projects with ease!

detectron2 - Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

mnist-mlops-learning vs lightning-hydra-template aim vs tensorboard mnist-mlops-learning vs Media-Recommendation-Engine aim vs dvc mnist-mlops-learning vs MLflow aim vs guildai mnist-mlops-learning vs opyrator aim vs wandb aim vs Sacred aim vs pytorch-lightning aim vs metaflow aim vs detectron2