Best numerical optimization tools in 2025

DLib

C++ library for advanced machine learning and image processing.

AIDE by Weco

Automates and enhances machine learning processes for teams.

audioFlux

Library for analyzing audio data and extracting key features.

Exllama

Memory-efficient model for AI applications with quantized weights.

Nvidia GPU Cloud (NGC)

GPU-optimized software for AI and machine learning development.

GPT-2 Output Detector

A tool to determine if text is human or AI-generated.

DataRobot AI Platform

Build predictive models quickly and accurately with advanced analytics.

Google ML Kit

Enable advanced features in mobile applications with machine learning.

H2O.ai Autopilot

Automated machine learning for predictive insights and data analysis.

Dstack

AI container orchestration for efficient resource management.

Subscription + from $2.10/h
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WisBot

Automated assistant for data analysis and machine learning tasks.

Sagify

Effortlessly manage machine learning tasks and model deployment.

Deepnote AI

AI-driven data notebooks for seamless analysis and collaboration.

AWS CodeStar

Integrated development environment for cloud applications.

Neuromation

Streamlined management for machine learning projects.

GGML

Efficient tensor library for machine learning on everyday devices.

PyCaret

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

Apple Core ML

Machine learning framework that enhances app capabilities.

U-Net

Advanced image segmentation solution built on TensorFlow.

Faster R-CNN

Advanced image detection and segmentation technology for various industries.

api4ai

Cloud-based APIs for efficient image analysis and processing.

Caffee

Framework for building deep learning models efficiently.

astica

Automated image recognition and categorization technology.

CLIPSeg

Image segmentation using text or image prompts with minimal setup.

Frigate NVR

Local AI-powered home security monitoring for privacy-conscious users.