Machine learning pipelines can use whylogs, an open-source library for logging data quality and model performance.
Open source
24 alternativesMars
vsKoalas
Mars vs Koalas
How do Mars and Koalas compare? Here are the facts side by side: pricing, platforms, open-source status and what each one is for.
| Directory detail | Mars | Koalas |
|---|---|---|
| What it is | Mars provides tensor-based tools for large-scale computation with NumPy, Pandas, and scikit-learn. | Koalas implements the pandas DataFrame API on Apache Spark and is deprecated; for Apache Spark 3.2 and above, use PySpark directly. |
| Website | ||
| Type | Open-source project | Open-source project |
| Topic | ||
| Pricing | Not confirmed | Not confirmed |
| Platforms | Not recorded | Not recorded |
| Open source | Yes | Yes |
| Language | English | English |
| Alternatives |
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