Kubeflow Pipelines orchestrates and manages machine learning workflows on Kubeflow.
Open source
24 alternativesHow do DVC and Tpot compare? Here are the facts side by side: pricing, platforms, open-source status and what each one is for.
| Directory detail | DVC | Tpot |
|---|---|---|
| What it is | Open-source version control system for Data Science and Machine Learning projects. Git-like experience to organize your data, models, and experiments. | TPOT uses genetic programming to optimize machine learning pipelines in Python. |
| Website | ||
| Type | Online tool | Open-source project |
| Topic | ||
| Pricing | Not confirmed | Not confirmed |
| Platforms | Web | Not recorded |
| Open source | Not stated | Yes |
| Language | English | English |
| Alternatives |
Sites similar to both DVC and Tpot.
Kubeflow Pipelines orchestrates and manages machine learning workflows on Kubeflow.
FLAML provides a fast Python library for automated machine learning and tuning.
MLRun provides an open-source MLOps platform for managing machine learning applications, pipelines, and CI/CD delivery.
FlexML offers an easy to use and flexible automated machine learning library for Python.
The Datumbox framework is written in Java for developing machine learning and statistical applications.
Evidently evaluates, tests, and monitors machine learning systems and data pipelines.