Best predictive model assessment tools in 2025

U-Net

Advanced image segmentation solution built on TensorFlow.

Caffee

Framework for building deep learning models efficiently.

Citrine.io

AI-driven materials development solution for various industries.

Solvable

AI-enhanced calculator for clear and transparent calculations.

SapientML

Generate accurate AI models quickly and effortlessly.

Wolfram Mathematica

Advanced environment for mathematical computing and data visualization.

SciPy

Library for scientific computing with algorithms in Python.

NeoAnalyst

User-friendly data analysis for immediate insights.

Caret

A comprehensive framework for predictive modeling in R.

Azure Machine Learning Services

Comprehensive platform for managing machine learning projects.

InterpretML

Visualize and analyze machine learning model behavior and predictions.

Tensorflow

Framework for building machine learning models across various domains.

LM Evaluation Test Suite by AI21Labs

Evaluate the performance of large-scale language models.

Ploomber Cloud

Build and manage data pipelines efficiently with collaborative workflows.

Pubcompare

Access millions of trusted experimental protocols for research.