Best predictive model frameworks tools in 2025

Caret

A comprehensive framework for predictive modeling in R.

Modelbit

Infrastructure-as-code for deploying machine learning models.

Deformable Convolutional Network (DCN)

Flexible convolutional filters for enhanced image analysis accuracy.

Coginiti

AI-driven assistant for writing and optimizing SQL queries.

Camocopy

Privacy-focused AI for content creation and image analysis.

Hex.tech

Automated data analysis and visualization for all users.

Ada by BoostKPI

AI-driven data analysis for quick insights and informed decisions.

Ocular AI

Streamlined data labeling for efficient AI training and management.

PostgresML

Integrates machine learning directly into PostgreSQL databases.

Hebbia

Generative AI for automating knowledge work and enhancing productivity.