Best modular approach tools in 2025

Tachyons CSS

CSS framework for creating fast, responsive web designs.

U-Net

Advanced image segmentation solution built on TensorFlow.

Accord

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

BERT

Advanced model for understanding human language context.

PyCaret

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

Azure Machine Learning Services

Comprehensive platform for managing machine learning projects.

OpenAI Startup Fund

Funding innovative AI startups to fuel technological advancement.

Kortical

Streamlined machine learning model development and deployment.

WisBot

Automated assistant for data analysis and machine learning tasks.

Ray

Framework for distributing machine learning workloads easily.

InterpretML

Visualize and analyze machine learning model behavior and predictions.

Captum.ai

Analyze and interpret machine learning model decisions with ease.

AIDE by Weco

Automates and enhances machine learning processes for teams.

Wandb AI

Systematic tracking and visualization for machine learning experiments.

SQL Notes

Visualizes data relationships and dependencies in SQL models.

Prompts

Track and visualize machine learning experiments seamlessly.

Ascenscia

Voice-activated assistant for hands-free lab data management.

Gentrace

Automated evaluations for generative AI models.

Parea

Manage and enhance the performance of large language models.

Prompt Refine

Experiment with prompts for optimal AI responses.

Stellr

Digital documentation for scientists to streamline research.

MLFlow

Manage and track the entire machine learning lifecycle efficiently.

GPT comparison tool

Compare different AI output settings for optimized results.

Labnote

Organize and track research data efficiently.

Pubcompare

Access millions of trusted experimental protocols for research.