InterpretML fits interpretable models and explains results from black-box machine learning systems.
Open source
24 alternativesManifold
vsLIME
Manifold vs LIME
How do Manifold and LIME compare? Here are the facts side by side: pricing, platforms, open-source status and what each one is for.
| Directory detail | Manifold | LIME |
|---|---|---|
| What it is | Manifold provides visual debugging for machine learning models without depending on a specific model type. | LIME provides explanations for predictions made by machine learning classifiers. |
| 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 |
Other options to consider
Sites similar to both Manifold and LIME.
19 Questions assigns attributes to objects using machine learning and Bayesian inference, according to its project description.
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
This Swift library builds machine learning predictions using linear regression.
Open source
24 alternatives
Python package which helps to debug machine learning classifiers and explain their predictions.
Open source
24 alternatives
A Python package to assess and improve fairness of machine learning models.
Open source
24 alternatives