Apps similar to mlflow include Substratus.AI, which is free and open source. Other options are ClearML and VevestaX. In total there are three apps like mlflow for Mac, Windows, Linux, the web and self-hosting.
Substratus is a cross-cloud substrate for training and serving ML models. It extends the Kubernetes control plane to orchestrate ML operations through the addition of new custom resources: Model, Server, Dataset, and Notebook.
ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management
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Using 2 lines of code, track your Machine learning experiments (with both features and parameters used) while using python. Do this while working in the environment you are most comfortable in i.e Jupyter Notebook, Spyder, python script on command line.
