Best machine learning evaluation tools in 2025

PyTorch

Framework for building dynamic neural networks and computations.

Caret

A comprehensive framework for predictive modeling in R.

PyCaret

A low-code library for building machine learning models effortlessly.

Kensho Scribe Transcription

AI-driven transcription and data analysis for seamless workflows.

SQL Notes

Visualizes data relationships and dependencies in SQL models.

Vizly

Transform complex data into clear insights in seconds.

WisBot

Automated assistant for data analysis and machine learning tasks.

Veryfi.com

Transform documents into actionable financial data efficiently.

plat.ai

No-code predictive analytics for swift data-driven decisions.

Imaginary Programming

AI-driven code generator for TypeScript development.

IBM Visual Recognition

AI-powered image analysis for various business needs.

IBM Watson Natural Language Generation

Intelligent software that generates human-like written content.

Kyligence Copilot

Intelligent data assistant for quick and easy insights.

Label Studio

Streamlined data labeling for training machine learning models.

U-Net

Advanced image segmentation solution built on TensorFlow.

Bind

Smart coding assistant for generating and testing code easily.

Typefrost

Transform complex data into clear insights with advanced AI.

Accord

Machine learning framework for .NET developers enabling advanced data analysis.

BERT

Advanced model for understanding human language context.

Heron

Efficient stream processing for real-time data insights.

Acuration

AI-driven insights for effective market decision-making.

Gold Retriever

Interact with data using AI-driven queries for precise answers.

NextBrain

Access machine learning insights without coding.

ResuLLMe

Create interactive data visualizations without coding skills.

IBM Watson Health

Advanced AI for data insights across various industries.