DVCLive logs and tracks machine learning metrics, parameters, and models with Git or DVC.
Open source
24 alternativesBigML
vsLightGBM
BigML vs LightGBM
How do BigML and LightGBM compare? Here are the facts side by side: pricing, platforms, open-source status and what each one is for.
| Directory detail | BigML | LightGBM |
|---|---|---|
| What it is | BigML provides a platform for creating machine learning models and working with data. | The LightGBM framework uses gradient boosting for ranking, classification, and other machine learning tasks. |
| Website | ||
| Type | Website | Open-source project |
| Topic | ||
| Pricing | Not confirmed | Not confirmed |
| Platforms | Web | Windows |
| Open source | Not stated | Yes |
| Language | — | English |
| Alternatives |
Other options to consider
Sites similar to both BigML and LightGBM.
REP provides an IPython-based machine learning environment for consistent, reproducible data-driven research.
InterpretML fits interpretable models and explains results from black-box machine learning systems.
Open source
24 alternatives
nilearn provides Python tools for machine learning and neuroimaging analysis.
Open source
24 alternatives
A Python package to assess and improve fairness of machine learning models.
Open source
24 alternatives
oneDAL is a C++ and DPC++ library for accelerated machine learning routines on tabular data, governed by the UXL Foundation.
Open source
24 alternatives